Skills Directory

Administering municipal 311 platforms and digital citizen service portals that route requests, track issues, and publish real-time dashboards.

Creating three-dimensional digital models for products, environments, and prototypes using specialized modeling software.

Using physics-based software to simulate how fabrics drape, stretch, and move on virtual bodies before physical samples are produced.

Producing stylized three-dimensional artwork for editorial, advertising, branding, and digital media.

Embedding interactive 3D models and scenes into web, mobile, and AR/VR applications using real-time rendering pipelines.

Capturing real-world objects and environments as precise digital 3D point clouds or meshes using structured light, LiDAR, or photogrammetry.

Converting medical imaging data (CT, MRI) into patient-specific 3D anatomical models used for surgical planning and custom implant design.

Rendering photorealistic or stylized images and animations of products, architecture, or data from 3D models.

Proficiency in specialized rendering and real-time visualization platforms used across architecture, engineering, entertainment, and product design.

Configuring and customizing augmentative and alternative communication devices and software for individuals with speech or language impairments.

Earning formal credentials that validate expertise in digital and physical accessibility standards such as WCAG, ADA, and Section 508.

Ensuring digital products are usable by people with disabilities, following WCAG guidelines.

Designing extended reality experiences that are usable by people with visual, auditory, motor, and cognitive disabilities.

Providing consulting, auditing, and remediation services to make products, environments, and content usable by people with disabilities.

Completing the Advanced Law Enforcement Rapid Response Training program for structured active threat intervention.

Creating educational experiences that dynamically adjust content, pace, and difficulty based on individual learner performance.

Aligning and calibrating advanced driver-assistance system sensors — cameras, radar, and LiDAR — after windshield replacement, collision repair, or software updates.

Operating machines that combine 3D printing (additive) and CNC machining (subtractive) in a single workflow to produce finished parts.

Measuring training effectiveness and technology adoption using the four-level Kirkpatrick framework: reaction, learning, behavior, and results.

Working with modern aircraft electronic systems including flight management, autopilot, navigation, and digital displays.

Operating and maintaining integrated digital flight displays that replace traditional analog instruments with LCD screens and sensor fusion.

Combining traditional CAD workflows with AI-powered generative design, topology optimization, and automated modeling tools.

Preparing customized pharmaceutical formulations by combining, mixing, and altering drug ingredients to meet specific patient needs.

Applying structured techniques like interest-based negotiation, mediation, and restorative practices to resolve complex interpersonal and organizational disputes.

Providing expert-level nursing or clinical care for critically ill patients using advanced monitoring, ventilator management, and rapid intervention.

Extracting actionable insights from large datasets using statistical modeling, machine learning, and visualization techniques.

Using specialized software platforms to diagnose faults in complex mechanical, electrical, or IT systems through sensor data and error code analysis.

Applying spatial statistical methods like kriging, variograms, and simulation to model and predict subsurface or geographic phenomena.

Safely managing the rigging, lifting, and transport of heavy, oversized, or irregularly shaped loads using cranes, forklifts, and specialized equipment.

Cutting, shaping, and finishing difficult-to-machine materials like titanium alloys, ceramics, composites, and superalloys.

Welding exotic and high-performance materials such as titanium, Inconel, duplex stainless steels, and dissimilar metal joints.

Using sophisticated open-source intelligence platforms to gather, analyze, and correlate publicly available information for investigations and threat assessment.

Programming and configuring Programmable Logic Controllers and Human-Machine Interfaces for complex industrial automation systems.

Implementing model-predictive control, multivariable control, and optimization strategies that go beyond basic PID loops in industrial processes.

Performing complex rescue operations including confined space, high-angle, swift water, trench, and structural collapse rescues.

Building and running complex computational simulations such as FEA, CFD, and multi-physics models to predict real-world system behavior.

Protecting AI and machine learning systems against adversarial attacks, data poisoning, model extraction, and prompt injection.

Providing strategic counsel to clients on business decisions, financial planning, risk management, or operational improvement.

Building autonomous AI agent systems using frameworks that enable LLMs to plan, use tools, and execute multi-step tasks independently.

Operating enterprise platforms that use machine learning to surface insights, anomalies, and predictions from large datasets.

Using AI-enhanced analysis tools to automate data cleaning, pattern detection, and insight generation across business functions.

Leveraging AI-assisted software to accelerate character animation, motion capture cleanup, in-betweening, and procedural animation workflows.

Using generative AI platforms to create, iterate on, and refine visual artwork for commercial, editorial, or personal projects.

Operating AI-powered platforms that evaluate student learning, employee performance, or clinical outcomes through adaptive testing and automated scoring.

Using AI-powered software for audio generation, enhancement, noise removal, voice cloning, transcription, and sound design.

Operating AI platforms that automate insurance claim intake, damage assessment, fraud detection, and settlement recommendation.

Using machine learning systems that automatically categorize documents, images, products, or data records into predefined taxonomies.

Using AI-powered clinical decision support systems that analyze patient data to suggest diagnoses, treatments, or risk stratification.

Working alongside AI assistants embedded in professional tools — such as coding copilots, writing assistants, and design helpers — to accelerate output quality and speed.

Reviewing, testing, and validating code generated by AI assistants for correctness, security vulnerabilities, licensing issues, and adherence to project standards.

Using large language models and generative AI to draft, iterate on, and produce written content for marketing, documentation, communications, and media.

Operating a suite of AI-powered platforms for content planning, creation, optimization, and distribution across channels.

Using AI platforms to rapidly review, compare, and extract key terms from contracts and due diligence document sets during transactions.

Operating AI-powered platforms that extract clauses, flag risks, compare terms, and summarize contracts at scale.

Using AI to accelerate the review of legal contracts by automatically identifying non-standard clauses, missing provisions, and compliance risks.

Using generative AI across visual, audio, and text domains to ideate, prototype, and produce creative work faster.

Building, validating, and monitoring machine learning models that assess borrower creditworthiness and predict default risk.

Configuring and managing AI platforms that aggregate data, model scenarios, and present actionable recommendations to human decision-makers.

Using AI-powered design tools like Figma AI, Midjourney, or Adobe Firefly to accelerate the design process.

Operating AI-powered dispatch systems that automatically assign and route field workers, vehicles, or emergency responders based on real-time demand and conditions.

Using AI-powered platforms to auto-generate, maintain, and update technical documentation, SOPs, and knowledge bases from code, meetings, or workflows.

Using AI-assisted editing software to enhance photos, video, audio, or text with automated correction, enhancement, and style transfer.

Understanding and addressing bias, fairness, transparency, and accountability in AI systems.

Operating machine learning platforms that generate demand forecasts, financial projections, resource predictions, and trend analyses from historical and real-time data.

Using AI algorithms that explore thousands of design permutations within defined constraints to discover optimal forms, structures, and layouts.

Establishing policies, frameworks, and oversight mechanisms to ensure AI systems are deployed responsibly, ethically, and in compliance with regulations.

Developing and enforcing ethical guidelines and governance structures for AI development, deployment, and monitoring across an organization.

Creating and implementing policies for responsible AI use by students, teachers, and administrators in K-12 and higher education settings.

Using AI-powered platforms for image generation, editing, upscaling, background removal, style transfer, and batch processing.

Using AI algorithms to analyze medical, satellite, industrial, or scientific images for automated detection, measurement, and classification.

Planning, deploying, and operationalizing AI solutions within existing business processes, technology stacks, and organizational structures.

Operating AI-powered lending systems that automate loan origination, underwriting, pricing, and servicing decisions.

Operating AI-driven platforms that optimize supply chain routing, warehouse operations, inventory management, and last-mile delivery.

Using AI-powered predictive maintenance systems that analyze sensor data to forecast equipment failures before they occur.

Using AI-powered platforms for campaign optimization, audience segmentation, content personalization, ad creative generation, and marketing attribution.

Operating AI platforms that track, analyze, and report on brand mentions, sentiment, and trends across news, social media, and online channels in real time.

Deploying and managing systems that continuously monitor AI model performance, data drift, bias, and operational health in production environments.

Using AI-powered motion capture and biomechanical analysis tools to assess human movement patterns for sports performance, rehabilitation, or ergonomics.

Using AI platforms for music composition, arrangement, sound design, mastering, stem separation, and production assistance.

Implementing AI-driven systems that tailor content, product recommendations, user experiences, and communications to individual preferences and behaviors.

Operating AI-powered investment platforms that automate portfolio construction, rebalancing, risk management, and performance attribution.

Reviewing and refining machine-translated or AI-generated text to achieve publication-quality accuracy, fluency, and cultural appropriateness.

Using AI-powered previsualization software to rapidly generate storyboards, animatics, camera layouts, and scene compositions for film, TV, and advertising production.

Building products that leverage AI capabilities, from defining use cases to managing model integration.

Using AI assistants and automation tools to streamline email, scheduling, note-taking, document creation, and task management across daily work.

Operating AI-enhanced project management platforms that automate scheduling, resource allocation, risk prediction, and status reporting.

Designing precise, structured prompts that reliably elicit high-quality outputs from large language models and generative AI systems.

Operating AI-powered talent acquisition systems that automate candidate sourcing, screening, matching, and interview scheduling.

Using AI-powered platforms for literature review, data analysis, hypothesis generation, and research synthesis across academic and industry contexts.

Building and validating machine learning models that assess, quantify, and predict risk across financial, operational, clinical, and compliance domains.

Operating AI-powered route optimization platforms that calculate optimal paths for delivery fleets, service technicians, and transportation networks.

Ensuring AI systems behave as intended, with robust safeguards against misuse and unintended consequences.

Deploying and managing AI-powered systems that detect safety hazards, near-misses, and compliance violations in workplaces through computer vision and sensor analysis.

Using AI-powered scheduling platforms that automatically optimize staff rosters, appointments, production schedules, and resource allocation.

Using AI-enhanced simulation platforms to model physical systems, test scenarios, and predict outcomes across engineering, healthcare, finance, and logistics.

Using AI-powered platforms for social media content creation, scheduling, community management, sentiment analysis, and trend detection.

Administering, maintaining, and optimizing enterprise AI systems including model deployments, data pipelines, compute resources, and monitoring infrastructure.

Operating AI-powered tax preparation, compliance, and planning platforms that automate data extraction, calculation, and regulatory analysis.

Integrating AI-powered mental health tools — chatbots, mood tracking, CBT apps, and clinical note generators — into therapeutic practice.

Using AI-powered platforms that automate property title searches by scanning public records, identifying liens, and flagging chain-of-title issues.

Effectively working with teammates who use different AI tools and integrating AI-assisted outputs into shared workflows without friction.

Systematically assessing AI tools for accuracy, reliability, security, cost-effectiveness, and fitness for specific organizational needs.

Selecting, deploying, and maintaining AI-powered tools across an organization.

Demonstrating broad, practical competence across multiple AI tools relevant to your profession, adapting quickly as tools evolve.

Proficiency with AI-powered applications that augment professional workflows across industries.

Using AI-powered machine translation platforms for multilingual content production, localization, and cross-language communication.

Deploying and managing AI-powered tutoring platforms that provide personalized instruction, adaptive practice, and instant feedback to learners.

Using AI-powered bioinformatics platforms that classify genetic variants as pathogenic, benign, or uncertain based on genomic databases and clinical evidence.

Deploying and managing AI systems that analyze video feeds for object detection, behavior recognition, crowd analysis, and anomaly detection.

Administering industrial machine vision systems that use AI for quality inspection, defect detection, and process monitoring on production lines.

Using AI tools that generate, refine, or accelerate 3D model creation from text prompts, images, or rough sketches.

Using AI tools to augment human analytical work across data interpretation, pattern recognition, scenario modeling, and report generation.

Using AI-powered evaluation platforms that assist in grading, scoring, competency assessment, and diagnostic evaluation with human oversight.

Using AI platforms that automate audit sampling, transaction testing, anomaly detection, and workpaper generation in financial and compliance audits.

Integrating AI tools into the end-to-end audit process for risk assessment, evidence gathering, analysis, and reporting.

Using AI-powered computer-aided manufacturing software that automatically generates optimized toolpaths, machining strategies, and CNC programs.

Operating AI platforms that monitor regulatory changes, scan operations for compliance gaps, and automate compliance reporting and documentation.

Using AI tools to draft, edit, and produce written, visual, and multimedia content more efficiently while maintaining quality and brand standards.

Using AI tools to help identify diseases, interpret test results, and support clinical decision-making.

Using AI and machine learning platforms to accelerate the development of chemical, pharmaceutical, food, or cosmetic formulations by predicting ingredient interactions.

Using AI-powered geological modeling and mine planning software that optimizes extraction sequences, resource estimation, and operational scheduling.

Using AI tools to support strategic, operational, and project planning through scenario modeling, resource optimization, and predictive analytics.

Using AI tools to automate data collection, analysis, visualization, and narrative generation for business, financial, or operational reports.

Leveraging AI tools to accelerate literature review, data analysis, hypothesis generation, and research synthesis in academic and industry research.

Integrating AI tools into instructional design, lesson delivery, student assessment, and personalized learning in educational settings.

Using AI-powered tools to automate test case generation, execution, regression testing, and defect prediction in software development.

Using AI tools to draft, edit, and improve written content while maintaining your voice and accuracy.

Using AI writing assistants for drafting, editing, grammar correction, style adaptation, and content optimization across professional writing tasks.

Combining human analytical expertise with AI tools to perform deeper, faster, and more comprehensive analysis than either could achieve alone.

Using AI-generated insights, predictions, and scenario models to inform and improve human decision-making processes.

Using AI tools to summarize, annotate, extract key points, and cross-reference large volumes of text for faster, deeper comprehension.

Systematically integrating AI tools into every phase of the research process — from question formulation through data collection, analysis, and publication.

Applying AI tools to enhance traditional trade and craft skills — from diagnostics and design to precision execution and quality verification.

Using AI platforms to identify, screen, and prioritize investment or acquisition targets from large databases of companies and market signals.

Structuring organizational decision processes around AI-generated data analysis, predictions, and recommendations while maintaining human accountability.

Using AI-powered design platforms that generate layouts, suggest compositions, create variations, and automate repetitive design tasks.

Using AI platforms to optimize product assortment, pricing, placement, and promotions based on real-time demand signals and customer behavior data.

Using AI and machine learning to build and calibrate subsurface reservoir models that predict fluid flow, optimize well placement, and improve recovery estimates.

Using AI platforms to dynamically optimize pricing, yield management, upselling, and revenue forecasting across hospitality, travel, retail, and SaaS.

Operating AI-powered surveillance systems that perform automated threat detection, facial recognition, behavior analysis, and perimeter monitoring.

Using machine learning to identify suspicious patterns, anomalies, and potential security threats in real time.

Using AI-powered clinical decision support that recommends ventilator settings, predicts weaning readiness, and optimizes mechanical ventilation for critically ill patients.

Using AI and machine learning to automate IT operations, monitoring, and incident response.

Implementing AIOps platforms that use machine learning to automate IT operations including monitoring, event correlation, incident response, and capacity planning.

Using analytics platforms with embedded AI that automate insight discovery, anomaly detection, natural-language querying, and predictive modeling.

Configuring and supporting AI-enhanced assistive technologies — screen readers, speech recognition, eye tracking, predictive text, and environmental controls — for people with disabilities.

Using AI platforms to optimize building energy consumption, HVAC operations, lighting, and occupant comfort through real-time sensor data analysis.

Operating CRM platforms with AI features that automate lead scoring, predict customer behavior, generate communications, and recommend next-best actions.

Using AI tools to clean, analyze, visualize, and interpret datasets, automating the technical steps to focus human effort on insight and action.

Using AI-driven demand sensing and forecasting platforms to predict customer demand and optimize inventory across supply chains.

Operating AI systems that monitor data streams to detect emerging threats — natural disasters, disease outbreaks, security incidents, or equipment failures — before they escalate.

Using machine learning platforms to generate accurate predictions for demand, revenue, staffing, resource needs, and market trends from historical and real-time data.

Administering and leveraging AI-enhanced learning management systems that personalize content delivery, adapt difficulty, and track learner progress.

Operating AI platforms that automate resume screening, candidate matching, outreach personalization, and interview scheduling in talent acquisition.

Operating AI-driven cybersecurity platforms for threat detection, incident response, vulnerability management, and security operations center automation.

Designing, building, and maintaining the compute, storage, networking, and orchestration infrastructure that powers machine learning training and inference workloads.

The ability to incorporate artificial intelligence and machine learning tools into existing workflows and products.

Building, training, fine-tuning, and deploying machine learning models for classification, prediction, generation, and optimization tasks.

Understanding the patent landscape for AI and machine learning inventions, including patentability criteria, prior art, and IP strategy for AI-generated innovations.

Identifying, managing, and communicating about food allergens to prevent allergic reactions in food service and production environments.

Resolving legal disputes outside of court through mediation, arbitration, negotiation, and collaborative law processes.

Analyzing and managing non-traditional investment vehicles such as private equity, hedge funds, real estate, commodities, and digital assets.

Evaluating, selecting, and deploying autonomous mobile robots (AMR) and automated storage and retrieval systems (AS-RS) in warehouse and manufacturing environments.

Creating motion graphics, 2D/3D character animation, and visual effects for film, games, advertising, and digital media.

Creating social media content and optimizing Internet Listing Service profiles specifically for apartment communities to drive leasing traffic.

Using augmented reality applications to preview tattoo designs on a client's body in real time before permanent application.

Using augmented reality overlays to guide physical fabrication, assembly, and quality checks in real time.

Building interactive augmented and virtual reality prototypes to test products, spaces, and experiences before physical production.

Crafting handmade bread using traditional fermentation techniques, sourdough starters, and skilled shaping methods.

Guiding musicians, performers, or visual artists through career growth including branding, skill refinement, audience building, and industry positioning.

Evaluating, recommending, and implementing technology solutions that help people with disabilities perform tasks they would otherwise be unable to do.

Supporting athletes' psychological well-being through counseling, performance psychology, and mental health awareness specific to competitive sports.

Analyzing demographic, behavioral, and psychographic data to understand audience segments and optimize content, marketing, and product strategies.

Diagnosing and resolving issues in automated order picking systems including goods-to-person robots, pick-to-light, and autonomous mobile robots.

Managing items that automated sorting systems cannot process due to irregular shape, label damage, weight discrepancies, or system errors.

Operating and programming automated systems that test electronic components, circuit boards, and assembled products for quality and compliance.

Operating and interpreting data from automated rail track inspection vehicles that use sensors, cameras, and lasers to detect track defects.

Managing and monitoring trains equipped with automatic train operation (ATO) or automatic train protection (ATP) systems across various grades of automation.

Planning, implementing, and overseeing automated processes and systems across business operations, from RPA to industrial robotics.

Writing scripts (Python, Bash, PowerShell) to automate repetitive tasks and workflows.

Using software platforms like Zapier, Make, Power Automate, and n8n to automate repetitive workflows across business applications.

Diagnosing and resolving failures in automated systems including robots, conveyor systems, PLCs, and software-driven workflows.

Operating, monitoring, and maintaining autonomous or semi-autonomous bus transit systems in urban and campus environments.

Overseeing fleets of autonomous vehicles, drones, or robotic equipment used in agriculture, mining, construction, or logistics.

Operating and supervising autonomous haul trucks, drills, and loaders in mining environments using remote monitoring and fleet management systems.

Designing, deploying, and maintaining systems that operate independently using AI, sensors, and decision-making algorithms—from drones to self-driving vehicles.

Managing the safe transition of control between autonomous vehicle systems and human drivers or remote operators during edge cases and system limits.

Remotely supervising autonomous vehicle operations through teleoperations centers, monitoring system health, and intervening when AI systems require human assistance.

Supervising autonomous or remotely operated ships and maritime vessels from shore-based control centers using real-time data and communication systems.

Evaluating and validating Automated Valuation Models used to estimate property values algorithmically.

Earning the credential to test, repair, and certify backflow prevention devices that protect potable water supplies from contamination.

Performing routine inspection, lubrication, cleaning, and minor repair on machinery and equipment to prevent breakdowns and extend service life.

Writing and modifying ladder logic and structured text programs for Programmable Logic Controllers that control industrial machinery and processes.

Designing, installing, and managing large-scale battery energy storage systems (BESS) used for grid stabilization, renewable energy integration, and backup power.

Understanding battery chemistry, management systems, charging infrastructure, and lifecycle management for electric vehicles, electronics, and energy storage.

Applying evidence-based strategies to assess, prevent, and address challenging behaviors in educational, clinical, or workplace settings.

Applying psychology and cognitive science to understand how biases, emotions, and heuristics affect financial decision-making by individuals and markets.

Studying and applying principles of how behavior is learned, maintained, and changed through environmental interactions and reinforcement.

Creating custom-fitted garments from scratch through individual measurements, pattern drafting, hand cutting, and skilled sewing techniques.

Teaching academic content in two languages to develop students' proficiency in both while maintaining grade-level subject mastery.

Providing professional services in two or more languages, including interpretation, translation, and culturally competent client communication.

Managing and configuring billing platforms that handle invoicing, payment processing, subscription management, and revenue recognition.

Creating and managing intelligent 3D models of buildings that contain data about geometry, materials, costs, scheduling, and facility management.

Managing the integration of multiple BIM models from different disciplines to identify conflicts, optimize construction sequences, and ensure project alignment.

Connecting BIM models with other project systems like ERP, scheduling, cost estimation, IoT sensors, and facility management platforms.

Leveraging the full technology stack of Building Information Modeling including software, hardware, cloud platforms, and emerging tools like AR visualization.

Applying computational methods to analyze biological data including genomic sequences, protein structures, and molecular interactions.

Integrating natural elements, materials, and patterns into architectural and interior design to improve human health, well-being, and productivity.

Repairing and restoring composite materials on wind turbine blades, helicopter rotors, or aircraft propellers using specialized layup and bonding techniques.

Implementing blockchain-based systems to create transparent, tamper-proof records of product origin, movement, and handling across supply chains.

Organizing board meeting logistics, preparing board packs, managing minutes, and ensuring compliance with corporate governance requirements.

Operating an independent beauty or wellness business by renting a station or suite within an established salon, managing all aspects of a micro-business.

Building and evolving a brand's identity, positioning, messaging, and visual system to create differentiated market presence and customer loyalty.

Crafting compelling narratives that communicate a brand's purpose, values, and unique qualities to build emotional connections with audiences.

Defining a brand's long-term direction including market positioning, target audience, value proposition, competitive differentiation, and growth roadmap.

Designing and managing automated systems that control a building's HVAC, lighting, security, and energy management through integrated control networks.

Implementing and maintaining the hardware and software infrastructure that monitors and controls building mechanical and electrical systems.

Understanding how businesses generate revenue, manage costs, compete in markets, and create value—enabling informed decision-making at all organizational levels.

Designing and implementing automated workflows for business processes like onboarding, approvals, reporting, and customer communications.

Identifying and pursuing new business opportunities, partnerships, and revenue streams.

Using quantitative and qualitative methods to predict future business performance and model multiple strategic scenarios for decision-making.

Overseeing business operations including planning, organizing, staffing, directing, and controlling resources to achieve organizational objectives.

Understanding how businesses create, deliver, and capture value in competitive markets.

Navigating complex business tax regulations including entity selection, deductions, credits, multi-state compliance, and tax planning strategies.

Restoring and transforming existing cabinets through stripping, sanding, staining, painting, and applying protective finishes without full replacement.

Using specialized CAD software to create precise 3D models of jewelry for manufacturing through casting, 3D printing, or CNC milling.

Using computer-aided design and computer-aided manufacturing software to create product designs and generate machine toolpaths for production.

Managing a cafe's profit and loss statement and controlling inventory through tracking food costs, waste, ordering, and portion management.

Creating artistic cake designs using buttercream, fondant, sugar flowers, airbrushing, and structural techniques for custom orders and events.

Measuring, reporting, and verifying greenhouse gas emissions across organizational operations, supply chains, and product lifecycles.

Designing, operating, and maintaining systems that capture CO2 from industrial sources or the atmosphere for storage or utilization.

Buying, selling, and managing carbon credits and emissions allowances in compliance and voluntary carbon markets.

Using carbon offset registries to register, track, verify, and retire carbon credits from emission reduction and removal projects.

Evaluating geological formations for their suitability to safely and permanently store captured CO2 underground.

Organizing patient care activities across multiple providers to ensure effective treatment.

Providing real-time Communication Access Realtime Translation, converting spoken words into text displayed live for deaf or hard-of-hearing individuals.

Deploying rapidly to assess damage, process claims, and coordinate recovery operations after natural disasters and large-scale catastrophic events.

Using statistical and experimental methods to determine cause-and-effect relationships from observational and experimental data, beyond mere correlation.

Leading organizations through transitions by addressing the people side of change.

Intentionally injecting failures into production systems to test resilience, identify weaknesses, and build confidence in system reliability.

Expanding an actor's or performer's ability to convincingly portray diverse characters across genres, ages, accents, and emotional registers.

Mastering the cross-functional skills needed to serve as a CEO or executive's strategic partner, including prioritization, stakeholder management, and operational execution.

Guiding patients with chronic conditions like diabetes, heart disease, and COPD through behavior change, medication adherence, and lifestyle modifications.

Providing ongoing clinical and educational support to help patients manage chronic conditions through self-monitoring, education, and coordinated care.

Reformulating food products to use simpler, recognizable ingredients while maintaining taste, texture, shelf life, and safety standards.

Using specialized software to manage cleaning business operations including client booking, crew scheduling, invoicing, and customer communication.

Providing outsourced accounting, financial planning, and strategic advisory services to small and mid-sized businesses as a recurring engagement model.

Designing end-to-end client journeys that maximize satisfaction, retention, and lifetime value.

Building automated workflows that guide new clients from signup through activation with minimal manual effort.

Using CRM and mobile tools to build personalized, data-driven relationships with high-value retail customers.

Developing strategies and infrastructure modifications to help communities and organizations withstand climate change impacts.

Applying scientific research to understand how ecosystems, infrastructure, and societies can adapt to changing climate conditions.

Formulating and implementing plans for organizations and governments to manage climate-related risks and opportunities.

Analyzing the economic impacts of climate change and the costs and benefits of mitigation and adaptation policies.

Creating comprehensive plans that prepare communities, infrastructure, and businesses for climate-related disruptions.

Assessing how climate-related physical and transition risks affect assets, portfolios, and business operations.

Building quantitative models that project the financial and operational impacts of climate scenarios on organizations.

Ensuring clinical records accurately reflect patient diagnoses, treatments, and complexity for quality reporting and reimbursement.

Applying natural language processing techniques to extract structured data from unstructured clinical text like physician notes and reports.

Providing administrative and operational support that enables clinical teams to deliver efficient patient care.

Using Contract Lifecycle Management platforms to automate contract creation, negotiation, execution, compliance tracking, and renewal across organizations.

Managing financial records and reporting using cloud-based platforms like Xero and QuickBooks Online.

Managing and maintaining cloud infrastructure services like AWS, Azure, or Google Cloud.

Designing scalable, secure, and cost-effective cloud infrastructure for enterprise applications.

Working with managed database services in the cloud, from relational (RDS, Cloud SQL) to NoSQL (DynamoDB, Cosmos DB).

Designing and managing virtual networks, load balancers, and connectivity in cloud environments.

Administering employee payroll using cloud-based systems that automate calculations, tax filings, and compliance.

Protecting cloud-hosted data, applications, and infrastructure from threats and unauthorized access.

Protecting cloud infrastructure, data, and applications on major platforms like AWS and Azure from threats and misconfigurations.

Using cloud-connected farm management systems to track operations, analyze field data, and optimize agricultural decisions.

Using Computerized Maintenance Management Systems to plan, track, and optimize maintenance activities, work orders, and asset lifecycle management.

Earning Certified Nursing Assistant credentials to provide direct patient care including vital signs, bathing, mobility assistance, and clinical observations.

Setting up, programming, and running Computer Numerical Control machines to cut, shape, and finish metal, wood, or plastic parts with precision.

Working safely and productively alongside collaborative robots in shared manufacturing or warehouse environments.

Programming, operating, and maintaining collaborative robots for tasks like assembly, pick-and-place, and quality inspection.

Understanding the science and craft of roasting coffee beans to achieve desired flavor profiles and consistency.

Designing, integrating, and managing robotic systems that work alongside human workers in shared spaces.

Converting physical collections like archives, museum artifacts, and library holdings into searchable digital formats.

Evaluating business creditworthiness, structuring loan terms, and managing commercial loan portfolios.

Deep specialization in underwriting, structuring, and managing commercial and industrial loans across various sectors.

Researching and verifying the ownership history, liens, and encumbrances on commercial properties before transactions close.

Determining the market value of commercial real estate properties using income, comparable sales, and cost approaches.

Conveying ideas clearly and persuasively across written, verbal, and visual channels to diverse audiences.

Building meaningful relationships between organizations and the communities they serve through outreach, dialogue, and collaboration.

Managing an organization's reputation, partnerships, and goodwill within the communities where it operates.

Supporting organizations in creating, scheduling, and optimizing social media content for brand awareness and engagement.

Creating learning programs and assessments structured around demonstrated mastery of specific skills rather than time-based progression.

Coordinating multi-faceted care, legal, or service plans for individuals with complicated, overlapping needs.

Investigating and resolving high-value, multi-party commercial insurance claims involving intricate coverage and liability questions.

Resolving title defects, liens, and legal encumbrances that prevent clean property transfers in real estate transactions.

Designing customized loan terms, covenants, and syndication arrangements for large or unusual financing needs.

Using data analysis to monitor regulatory compliance, detect violations, and measure the effectiveness of compliance programs.

Inspecting, assessing, and repairing structures made from composite materials like carbon fiber and fiberglass.

Using algorithms, parametric modeling, and code to generate and optimize design solutions in architecture, engineering, and product design.

Writing and modifying software that controls vehicle systems including engine management, ADAS, and infotainment.

Mediating disputes and facilitating agreements between parties with competing interests or perspectives.

Using construction management platforms to track project performance, costs, safety, and productivity through data analysis.

Selling by diagnosing customer needs through deep questioning, then recommending tailored solutions rather than pushing products.

Packaging applications with their dependencies into containers (Docker) for consistent deployment anywhere.

Producing written, visual, audio, or video content that informs, entertains, or persuades target audiences.

Developing authoritative content that establishes expertise and influences industry conversations.

Planning, creating, and managing content to achieve business goals and meet user needs.

Implementing and managing systems that provide real-time visibility into IT infrastructure, security, and compliance posture.

Applying data analysis, psychology, and experimentation to systematically increase the rate at which users take desired actions.

Operating, maintaining, and diagnosing issues in conveyor systems used in warehouses, manufacturing, and distribution centers.

Using specialized software systems to manage case dockets, filings, scheduling, and court administration workflows.

Creating innovative cocktails using advanced techniques, house-made ingredients, and deep knowledge of spirits and flavor profiles.

Using commercial real estate analytics tools to evaluate property performance, market trends, tenant risk, and investment opportunities with data-driven insights.

Performing advanced grooming techniques including breed-specific styling, creative color work, and competition-level presentation.

Managing organizational messaging during emergencies, scandals, or high-pressure situations to protect reputation and inform stakeholders.

Using verbal and non-verbal techniques to calm individuals in acute emotional distress or potentially dangerous situations.

Using CRISPR-Cas9 and related gene editing technologies to precisely modify DNA sequences for research, therapeutics, and agricultural applications.

Understanding the geology, supply chains, and geopolitics of minerals essential for technology, defense, and clean energy.

Using CRM systems strategically to track client relationships, identify churn risk, and implement retention strategies that maximize lifetime value.

Analyzing CRM data and customer sentiment signals from surveys, support tickets, and social media to drive customer experience improvements.

Using CRM and specialized lead management tools to capture, score, nurture, and convert prospects through organized sales workflows.

Achieving deep proficiency in CRM platforms to manage sales pipelines, automate marketing, track customer interactions, and generate actionable business reports.

Operating Customer Relationship Management platforms to manage contacts, track interactions, automate communications, and analyze customer data.

Implementing, configuring, and administering CRM platforms that serve as the central hub for customer data and relationship management across organizations.

Using CRM platforms as the foundation for systematic, data-driven management of long-term client relationships in professional services.

Navigating the legal, regulatory, and cultural complexities of conducting business across international boundaries.

Understanding and ensuring compliance with the overlapping regulatory requirements of multiple jurisdictions.

Structuring and executing financial transactions that span multiple countries, currencies, and legal systems.

Building or managing systems that enable interoperability and asset transfers between different blockchain networks.

Designing cohesive customer experiences and marketing campaigns that work seamlessly across multiple channels and touchpoints.

Resolving disputes between parties from different cultural backgrounds by understanding and bridging cultural communication styles and values.

Creating user interfaces and experiences that work cohesively across web, mobile, desktop, and emerging platforms.

Negotiating and structuring intellectual property licensing agreements that span multiple media platforms and distribution channels.

Crafting stories that extend coherently across multiple media formats like film, games, podcasts, and social platforms.

Identifying opportunities to offer additional financial products to existing customers based on their needs and financial profile.

Ensuring cryptocurrency businesses and transactions comply with evolving regulations around AML, KYC, and securities law.

Managing online sales platforms for Community Supported Agriculture subscriptions and direct-to-consumer farm product sales.

Understanding and effectively interacting with people from diverse cultural backgrounds in professional settings.

Architecting every touchpoint of the customer journey to deliver consistent, satisfying, and differentiated experiences.

Applying behavioral science principles to understand why customers make decisions and how to ethically influence their choices.

Earning the Certified Welding Inspector credential from AWS to inspect and verify welding quality, procedures, and code compliance.

Using digital forensics and investigation platforms to trace cyber crimes, analyze evidence, and build prosecutable cases.

Developing organizational or governmental policies that govern cybersecurity practices, incident response, and data protection.

Quantifying and managing cybersecurity risks in terms of business impact, insurance implications, and strategic decision-making.

Collecting, analyzing, and operationalizing intelligence about cyber adversaries, their tactics, and emerging threats.

Protecting computer systems, networks, and data from unauthorized access, attacks, and damage.

Educating employees and users about security threats, safe practices, and their role in protecting organizational assets.

Understanding fundamental security concepts including encryption, authentication, network security, and common attack vectors.

Securing internet-connected devices and their networks against vulnerabilities, unauthorized access, and botnet recruitment.

Core knowledge of security principles including threat identification, risk assessment, and defense strategies.

Extracting meaningful insights from datasets through statistical methods, visualization, and critical interpretation.

Using Excel and SQL to query, manipulate, and analyze structured data for business insights and reporting.

Extracting insights from data using statistical methods, visualization, and business intelligence tools.

Ensuring data remains accurate, consistent, and trustworthy throughout its lifecycle across systems and processes.

Using data analysis, visualization, and investigative techniques to discover and tell stories hidden in datasets.

Organizing, storing, governing, and maintaining data assets to ensure they are accessible, reliable, and secure.

Designing decentralized data architectures where domain teams own and serve their data as discoverable, trustworthy products.

Designing the technical infrastructure that enables organizations to collect, store, process, and serve data at scale.

Ensuring organizational data practices meet regulatory requirements like GDPR, CCPA, and industry-specific privacy standards.

Deep knowledge of privacy law, data protection frameworks, and the ethical handling of personal information across jurisdictions.

Understanding foundational concepts in statistics, machine learning, and data manipulation for extracting insights from data.

Communicating data insights through compelling narratives that drive action.

Creating clear, compelling visual representations of data that make complex information accessible and actionable.

Creating interactive data visualizations tailored for policymakers and government stakeholders using tools like Tableau and R Shiny.

Using data analytics and IoT sensors to optimize the maintenance, performance, and lifecycle of physical assets.

Using sales data, demand forecasting, and customer analytics to optimize which products a retailer stocks and displays.

Using patient data and analytics to inform clinical decisions and improve healthcare outcomes.

Using data analytics to inform case strategies, resource allocation, and intervention timing in legal, social work, or healthcare settings.

Writing marketing and advertising copy informed by performance data, A/B testing, and audience analytics.

Using quantitative evidence and analytical frameworks to guide business decisions rather than relying solely on intuition.

Using real-time data and analytics to optimize the assignment and routing of vehicles, personnel, or resources.

Using real-time data to optimize the movement of people, materials, or information through systems and processes.

Designing and implementing targeted actions based on data analysis to improve outcomes in education, health, or social services.

Using data analysis, digital forensics, and pattern recognition to investigate fraud, crime, or compliance violations.

Using customer behavior data and analytics to optimize physical store layouts, website structures, or facility designs.

Using market analytics, comparable data, and predictive modeling to optimize lease pricing, tenant mix, and renewal decisions.

Using operational data and analytics to continuously optimize processes, resource allocation, and performance.

Using data analysis and forecasting to inform strategic, financial, or operational planning decisions.

Using crime data analytics, mapping, and predictive tools to inform law enforcement resource deployment and strategy.

Setting and adjusting prices based on demand data, competitor analysis, elasticity modeling, and customer willingness to pay.

Using audience data, engagement analytics, and trend analysis to inform content scheduling and programming decisions.

Using quantitative data and statistical models to evaluate and prioritize risks across an organization or portfolio.

Combining data analysis with narrative techniques to communicate insights in compelling, memorable, and actionable ways.

Formulating business strategy grounded in data analysis, market intelligence, and evidence-based forecasting.

Using sensors, satellite imagery, and analytics to optimize grape growing decisions from planting through harvest.

Using user research data, analytics, and testing results to guide design decisions while maintaining creative judgment.

Using recidivism data, risk assessment tools, and outcome research to inform more consistent and effective sentencing decisions.

Applying DevOps principles to data pipeline development, testing, and deployment to improve data quality and delivery speed.

Applying specific verbal and behavioral strategies to reduce tension and prevent situations from escalating to conflict or violence.

Developing strategies and implementation roadmaps for organizations to reduce their carbon emissions toward net-zero targets.

Applying specialized painting techniques like marbling, wood graining, venetian plaster, and metallic finishes to surfaces.

Building and training neural networks for tasks like image recognition, NLP, and generative AI.

Maintaining and repairing diesel exhaust fluid systems and emissions control technologies in commercial vehicles and equipment.

Designing the smart contract systems, liquidity mechanisms, and protocol structures that power decentralized financial applications.

Understanding and working with decentralized finance protocols for lending, trading, yield farming, and other financial services.

Operating and optimizing delivery through platforms like DoorDash, Uber Eats, and proprietary delivery management systems.

Predicting future customer demand using statistical models, historical data, and market intelligence to guide inventory and production decisions.

Specialized training in providing compassionate, evidence-based care for individuals living with dementia and related cognitive conditions.

Streamlining design team workflows, tools, and processes to increase the speed and quality of design output.

Connecting design decisions to business goals and using design thinking to drive organizational outcomes.

Creating and maintaining shared component libraries, tokens, and guidelines that ensure design consistency.

Designing tools, documentation, and workflows that make developers productive and happy.

Using specialized software tools to identify faults, measure performance, and troubleshoot issues in vehicles, equipment, or systems.

Expert knowledge in specific dietary approaches such as medical nutrition therapy, allergen management, or cultural dietary requirements.

Organizing, storing, retrieving, and distributing digital files like images, videos, and documents using specialized DAM systems.

Proficiency with online banking platforms, mobile banking apps, and digital financial service delivery systems.

Using digital channels and tools to build, maintain, and deepen client relationships remotely.

Designing and optimizing the end-to-end digital journey clients have when interacting with a business.

Using digital tools and customer data to provide personalized, high-touch retail service across channels.

Building automated sales funnels and using live or recorded webinars to convert audiences into coaching clients.

Proficiency with online platforms that facilitate coaching sessions, progress tracking, and client management.

Using telehealth, video conferencing, and digital assessment tools to deliver professional consultations remotely.

Operating electronic customs declaration systems and digital trade compliance platforms for international shipments.

Using online platforms and virtual data rooms to manage transactions, negotiations, and deal closings digitally.

Using computer-aided design and manufacturing tools to create dental restorations, aligners, and prosthetics digitally.

Proficiency with software for creating visual designs, prototypes, and digital assets.

Using digital communication channels and social media to conduct diplomatic engagement and public affairs.

Using platforms that facilitate audience interaction, community building, and stakeholder engagement online.

Curating and producing virtual or hybrid exhibitions using immersive digital technologies.

Designing virtual garments and fashion assets for avatars, AR try-on, and digital-first fashion experiences.

Investigating and recovering digital evidence from computers, networks, and devices for legal or security purposes.

Using online marketplaces and logistics platforms to book, track, and optimize freight shipments.

Designing and managing the technology-enabled experience guests have from booking through checkout and beyond.

Working with telehealth systems, remote patient monitoring tools, and health data platforms.

Using mobile apps, sensors, and digital checklists to conduct and document inspections electronically.

Using technology platforms to deliver language instruction, translation services, and multilingual content.

Proficiency with learning management systems, e-learning authoring tools, and educational technology platforms.

Operating and managing online lending systems that automate loan origination, underwriting, and servicing.

Teaching foundational technology skills including internet use, online safety, and digital communication.

Promoting products and services through digital channels including social media, SEO, email, and paid advertising.

Creating and managing online memorials, virtual funeral services, and digital legacy preservation.

Delivering mental health support through digital platforms, apps, and teletherapy tools.

Creating, recording, mixing, and mastering music using digital audio workstations and software instruments.

Using specialized software to create, grade, and modify sewing and manufacturing patterns digitally.

Implementing and managing electronic payment processing including mobile payments, contactless, and digital wallets.

Applying teaching methods and learning theories specifically designed for digital and online learning environments.

Using electronic platforms for submitting, reviewing, and managing permits and regulatory approvals.

Understanding and leveraging online platforms for business operations, service delivery, and customer interaction.

Managing public relations campaigns through digital channels and building strategic relationships with online influencers.

Managing electronic records including document management systems, EHRs, and digital archiving solutions.

Using digital tools and platforms to create, distribute, and analyze reports and data visualizations.

Using technology platforms to monitor, report, and manage workplace safety and environmental health digitally.

Using CRM systems, sales engagement platforms, and digital selling tools to manage pipelines and close deals.

Modernizing business processes, culture, and customer experiences through technology adoption.

Building virtual replicas of physical assets, processes, or systems that update in real time with sensor data.

Managing and monitoring digital twin systems to optimize physical asset performance and predict maintenance needs.

Using digital twin technology to simulate and predict product quality outcomes before physical production.

Creating owned digital channels to reach audiences directly without relying on intermediary platforms or algorithms.

Selling products directly to customers through e-commerce platforms and online ordering systems.

Planning and executing business models that sell directly to end customers, bypassing traditional retail channels.

Tracking and analyzing evolving consumer behaviors, channel preferences, and market shifts in direct-to-consumer commerce.

Connecting and managing distributed energy resources like solar, batteries, and microgrids into the broader power grid.

Managing documentation using software development workflows including version control, plain text formats, and automated publishing.

Deep knowledge of a specific industry, market, or subject area that goes beyond technical skills.

Developing deep expertise in a specific industry or subject area that provides unique professional value.

Operating and managing AI-powered drive-through systems, digital menu boards, and automated ordering technology.

Using both drones and ground-based robots to inspect infrastructure, pipelines, and industrial facilities.

Planning and managing drone operations including flight scheduling, airspace coordination, and multi-drone fleet management.

Using drones equipped with cameras and sensors to inspect infrastructure, buildings, and industrial assets.

Assisting drone inspection operations through ground support, data processing, and report preparation.

Understanding the hardware, software, and sensor technologies used in drone-based inspection systems.

Flying and managing unmanned aerial vehicles for commercial purposes including surveying, delivery, and monitoring.

Capturing aerial photographs and video using drones for real estate, events, marketing, and creative projects.

Using drones to evaluate construction sites, land parcels, and project areas before and during development.

Interpreting and analyzing geospatial data collected from drone surveys including maps, point clouds, and 3D models.

Planning and executing drone-based surveying missions for topographic mapping, volumetric analysis, and land measurement.

Conducting FAA-compliant aerial surveys using commercially licensed drones under Part 107 regulations.

Applying real-time pricing strategies and persuasive upselling methods to maximize revenue per transaction.

Using specialized software to identify, collect, and review electronically stored information for legal proceedings.

Using electronic filing systems to submit legal documents, tax returns, and regulatory filings digitally.

Operating Electronic Chart Display and Information Systems for maritime route planning and real-time vessel navigation.

Operating and managing extracorporeal membrane oxygenation machines that provide heart and lung support for critically ill patients.

Applying and working with low-VOC, water-based, and sustainable coating materials for industrial and commercial use.

Collecting, processing, and interpreting environmental and ecological datasets to support conservation and land management decisions.

Processing data near its source on local devices or edge servers rather than in centralized cloud data centers.

Deploying and running machine learning models on edge devices like smartphones, IoT sensors, and embedded systems.

Planning and implementing technology strategies for educational institutions including tool selection, integration, and change management.

Proficiency with educational technology platforms and tools for instruction, assessment, and student engagement.

Operating and managing electric and hybrid-electric aircraft including eVTOL vehicles for urban air mobility.

Troubleshooting electrical circuits and hydraulic systems in heavy equipment, aircraft, or industrial machinery.

Planning the transition of transportation, buildings, or industrial processes from fossil fuels to electric power.

Using electromagnetic spectrum operations to detect, deny, or deceive enemy electronic systems in military contexts.

Receiving emergency medical calls, providing pre-arrival instructions, and dispatching appropriate emergency resources.

Identifying and assessing new and evolving risks including cyber threats, climate risks, and technology disruptions.

Staying current with and evaluating new technologies like AI, quantum computing, blockchain, and XR for practical business application.

Building and promoting an organization's reputation as an attractive employer to recruit and retain talent.

Managing and securing all devices (laptops, phones, tablets, IoT) connected to an organization's network.

Assessing building and facility energy use to identify efficiency improvements and cost savings.

Understanding and applying building energy codes like IECC, ASHRAE 90.1, and local energy efficiency requirements.

Evaluating systems, processes, and buildings to measure energy performance and recommend efficiency improvements.

Implementing and operating systems that monitor, control, and optimize energy consumption in buildings and industrial facilities.

Ensuring organizational activities meet environmental laws, regulations, and permit requirements.

Incorporating equity and social justice principles into urban planning, policy design, and resource allocation.

Using digital tools, wearable sensors, and software to evaluate workplace ergonomics and reduce injury risk.

Advising organizations on workspace design, equipment selection, and work practices to optimize comfort and prevent injury.

Advising organizations on environmental, social, and governance strategy, reporting, and compliance.

Providing strategic counsel on integrating sustainability practices and ESG principles into business operations and investment decisions.

Using specialized platforms to collect, manage, analyze, and report environmental, social, and governance data.

Preparing and publishing environmental, social, and governance disclosures that meet regulatory and stakeholder requirements.

Understanding and applying structured frameworks like GRI, SASB, TCFD, and ISSB for standardized sustainability disclosure.

Managing custom product orders on Etsy and similar marketplaces from listing through production, shipping, and customer service.

Installing, configuring, and maintaining electric vehicle charging stations for residential and commercial applications.

Understanding the hardware, software, and networking behind electric vehicle charging infrastructure.

Strategizing the transition of vehicle fleets from combustion engines to electric, including infrastructure, routing, and total cost of ownership analysis.

Deep knowledge of electric vehicle powertrains, battery systems, charging technology, and EV-specific diagnostics.

Driving and managing electric commercial trucks including range management, charging logistics, and regenerative braking techniques.

Planning, coordinating, and managing live, virtual, or hybrid events from concept through execution.

Promoting events and using events as marketing channels to generate leads, build brand awareness, and engage audiences.

Designing public policies grounded in empirical research, data analysis, and rigorous evaluation methods.

Handling deviations from standard processes, resolving anomalies, and managing cases that fall outside automated workflows.

Using analytics tools to identify and investigate anomalies, outliers, and exceptions flagged in automated reporting systems.

Designing holistic user experiences across products, services, and environments that engage people emotionally and functionally.

Creating immersive physical and digital environments that engage audiences through multisensory, interactive experiences.

Designing and operating retail environments that offer immersive, memorable experiences beyond traditional shopping.

Systematic approaches to testing hypotheses through A/B tests, feature flags, and controlled rollouts.

Providing specialized expert testimony in legal proceedings, including report writing, deposition, and courtroom presentation.

Using digital tools and methodologies to verify claims, detect misinformation, and ensure content accuracy.

Building direct revenue streams from fans through platforms like Patreon, Bandcamp, and Ko-fi rather than relying on algorithmic distribution.

Using agricultural management platforms to track field operations, input costs, yields, and market grain sales.

Planning, organizing, and controlling financial resources including budgeting, forecasting, and financial analysis.

Delivering exceptional table service in upscale restaurants including wine service, menu knowledge, and guest experience management.

Maintaining and executing the exacting protocols and service standards expected in Michelin-star and luxury restaurant environments.

Customizing pre-trained AI models on domain-specific data to improve their performance for particular tasks.

Managing and optimizing cloud spending through collaboration between engineering, finance, and business teams.

Connecting financial technology platforms and APIs into existing banking, payment, and financial service systems.

Designing electric vehicle charging infrastructure for commercial fleets including depot layout, power capacity, and charging schedules.

Overseeing vehicle fleets including maintenance scheduling, driver management, compliance, and operational efficiency.

Using GPS tracking, vehicle diagnostics, and communication systems to monitor and optimize fleet vehicle performance and driver behavior.

Implementing food waste prevention, recovery, and recycling programs aligned with EPA and ReFED frameworks.

Investigating financial records to detect fraud, embezzlement, and financial irregularities for legal proceedings.

Applying scientific methods to examine physical or digital evidence for criminal investigations and legal proceedings.

Operating forklifts, clamp trucks, and powered industrial trucks safely and in compliance with OSHA requirements.

OSHA-compliant certification to safely operate forklifts, pallet jacks, and other powered industrial trucks.

Using data analysis, statistical models, and pattern recognition to detect, investigate, and prevent fraudulent activity.

Identifying and flagging suspicious transactions, behaviors, or documents using rule-based systems and machine learning models.

Negotiating shipping rates, carrier contracts, and logistics terms to optimize transportation costs and service levels.

Maximizing benefits from Free Trade Agreements through tariff engineering, rules of origin analysis, and trade program utilization.

Designing and implementing interactive audio systems using middleware like Wwise, FMOD, or Unity's native audio tools.

Formal credentials in gemstone identification, grading, and valuation from recognized institutions like GIA or AGS.

Using AI-powered tools like Midjourney, DALL-E, Adobe Firefly, and Stable Diffusion to create, iterate on, and refine visual designs.

Processing, interpreting, and drawing conclusions from large-scale genomic sequencing datasets using bioinformatics tools and statistical methods.

Applying genomic information to clinical diagnosis, treatment selection, and disease prevention in personalized healthcare.

Using genome-wide marker data to predict breeding values and accelerate genetic improvement in crops and livestock.

Designing, installing, and maintaining systems that harness the earth's heat for electricity generation or building heating and cooling.

Managing delivery-only restaurant concepts including menu optimization, platform management, and logistics coordination across multiple virtual brands.

Using Geographic Information Systems to capture, analyze, and visualize spatial data for decision-making.

Combining geographic information systems with satellite or aerial imagery analysis to monitor land use, resources, and environmental changes.

Helping students navigate and succeed within learning management systems like Google Classroom and Canvas.

Deploying and configuring government technology platforms like Tyler Technologies and Accela for permitting, licensing, and citizen services.

Operating and calibrating GPS-guided heavy equipment systems that automate grading, excavation, and earthmoving with centimeter-level precision.

Using GPS navigation and guidance systems to operate agricultural, construction, or transportation equipment with high-precision positioning.

Recording, processing, and analyzing GPS track data within GIS platforms for route planning, asset tracking, and spatial analysis.

Knowledge of environmentally sustainable burial methods including biodegradable caskets, natural burial grounds, and conservation cemetery management.

Using environmentally safe cleaning products, methods, and protocols that reduce chemical exposure and environmental impact.

Crafting end-to-end hospitality experiences that anticipate guest needs, create memorable moments, and drive loyalty.

A service mindset centered on understanding and exceeding guest expectations at every touchpoint.

Designing tactile feedback experiences for devices, wearables, and interfaces using vibration, force, and texture simulation.

Building outdoor structures like patios, retaining walls, walkways, and driveways using stone, pavers, concrete, and other durable materials.

Building e-commerce systems where the front-end presentation layer is decoupled from the back-end commerce engine, enabling flexible multi-channel experiences.

Analyzing healthcare data through a health equity lens to identify disparities in access, outcomes, and quality across demographic groups.

Applying information technology and data science to improve healthcare delivery and outcomes.

Installing, maintaining, and optimizing heat pump systems for residential and commercial heating and cooling.

Using automated imaging, sensors, and robotics to measure plant or animal traits at scale for breeding and research.

Comprehensive financial planning that integrates investments, taxes, insurance, estate planning, and behavioral finance into a unified strategy.

Integrating financial planning with life goals, legacy planning, and well-being to create a comprehensive wealth strategy for high-net-worth individuals.

Recording, mixing, and producing professional-quality audio from a home studio using DAWs, microphones, and acoustic treatment.

Providing compassionate end-of-life care including pain management, emotional support, and family communication.

Designing and implementing programs to reduce employee turnover in hospitality through engagement, scheduling optimization, and career development.

Ensuring hotel operations meet franchise brand requirements across service delivery, facility maintenance, amenities, and guest experience standards.

Formal training in supervising housekeeping teams, managing room inspections, and maintaining cleanliness standards in hospitality or healthcare.

Using data analysis to measure workforce performance, predict turnover, optimize hiring, and inform people strategy.

Servicing, diagnosing, and repairing hybrid and electric vehicle drivetrains, battery systems, and charging infrastructure.

Planning and executing events that combine in-person and virtual audiences with seamless technology integration and engagement strategies.

Maintaining and repairing heavy equipment and commercial vehicles that use combined diesel and electric powertrains for improved fuel efficiency.

Selecting, configuring, and operating the technology stack that powers hybrid events, including streaming, audience engagement, and analytics platforms.

Designing policies, workflows, and technology systems that enable effective collaboration between remote and in-office teams.

Producing hydrogen fuel through electrolysis, steam methane reforming, or other methods for use in clean energy applications.

Running highly targeted digital ad campaigns focused on specific neighborhoods, zip codes, or service areas using Facebook and Google Ads platforms.

Holding an International Coaching Federation credential with a specialization in executive coaching, health coaching, or ADHD coaching.

Designing and producing experiences that fully engage participants through VR, AR, projection mapping, or multi-sensory environments.

Creating 360-degree video, spatial audio, VR, and AR content that places audiences inside the story or environment.

Safely preparing and delivering vaccines while managing patient records, adverse reaction monitoring, and compliance with immunization schedules.

Quantifying the social, environmental, and economic outcomes of programs, investments, or policies using established frameworks.

Designing educational content and teaching methods that are accessible and relevant to students across diverse backgrounds, abilities, and learning styles.

Creating products, services, and environments that are usable by people with the widest range of abilities, ages, and backgrounds.

Deploying and managing connected sensors, devices, and systems in manufacturing, energy, and logistics environments for real-time monitoring and optimization.

Designing and maintaining network infrastructure for industrial environments, including Ethernet/IP, PROFINET, and Modbus TCP protocols.

Developing deep expertise in a specific industry's regulations, workflows, terminology, and business models.

Negotiating and structuring contracts between brands and influencers, covering deliverables, usage rights, compensation models, and performance metrics.

Organizing and structuring information so people can find and understand it easily.

Managing infrastructure through code (Terraform, CloudFormation, Pulumi) instead of manual configuration.

Managing medical insurance claims, coding accuracy, and referral workflows to ensure timely reimbursement and care coordination.

Managing construction and repair projects funded by insurance claims, including damage assessment, scope writing, and carrier negotiation.

Coordinating physical, mental, and social health services across providers to deliver whole-person care.

Creating animations that respond to user input, data, or environmental triggers in real time for games, apps, and web experiences.

Designing and building technology installations and experiences that respond to user input through touch, gesture, voice, or environmental sensors.

Working effectively across professional disciplines, bridging different vocabularies, methods, and perspectives to solve complex problems.

Conducting research that integrates theories, methods, and findings from multiple academic or professional fields.

Practicing law across jurisdictions, including treaties, trade agreements, cross-border disputes, and international regulatory compliance.

Planning and managing patent filings across multiple countries to protect intellectual property globally while optimizing costs and timelines.

Managing payroll compliance, tax withholding, and benefits administration across multiple countries and jurisdictions.

Advising on tax obligations, planning, and compliance for businesses and individuals operating across multiple countries.

Designing systems and standards that enable different software platforms, devices, and organizations to exchange and use data seamlessly.

Implementing HL7 FHIR (Fast Healthcare Interoperability Resources) standards to enable health data exchange between EHRs, apps, and AI systems.

Performing minimally invasive image-guided procedures for diagnosis and treatment using fluoroscopy, CT, ultrasound, and MRI.

Evaluating inventory levels, turnover rates, and demand patterns to optimize stock levels and reduce carrying costs.

Overseeing the flow of goods from procurement through storage to fulfillment, ensuring optimal stock levels and minimal waste.

Configuring, operating, and optimizing warehouse management and inventory tracking software for accurate stock control.

Connecting Internet of Things devices, sensors, and platforms with existing business systems to enable data-driven automation.

Using connected sensors and devices to monitor workplace safety conditions like air quality, temperature, noise levels, and equipment status in real time.

Designing, deploying, and maintaining networks of connected sensors for environmental monitoring, agriculture, infrastructure, or industrial applications.

Installing, configuring, and managing network-based surveillance camera systems for commercial and residential security.

Designing, installing, and maintaining water delivery systems for agricultural, landscape, and turf applications.

Evaluating an organization's IT infrastructure, policies, and controls to ensure compliance, security, and operational efficiency.

Managing laboratory data, workflows, and compliance using LIMS (Laboratory Information Management Systems) and ELN (Electronic Lab Notebooks).

Applying information technology to laboratory operations, including data management, instrument integration, and regulatory-compliant workflows.

Using digital tools and GIS platforms to analyze, manage, and communicate land use regulations, zoning codes, and development proposals.

Using concentrated laser beams to join metals with high precision, minimal heat distortion, and fast processing speeds.

The craft of creating intricate designs in espresso drinks through steamed milk pouring techniques and etching.

Leading the adoption of technology platforms, AI tools, and digital workflows in law firm operations.

Building and deploying solutions that process transactions off the main blockchain to improve speed and reduce costs, including rollups and state channels.

Managing teams effectively through clear communication, performance management, conflict resolution, and strategic decision-making.

Applying lean manufacturing principles to construction projects to minimize waste, improve workflow reliability, and deliver projects faster.

Applying just-in-time, kanban, and continuous improvement principles to minimize inventory waste while maintaining service levels.

Systematically eliminating waste from manufacturing processes while maintaining quality and maximizing customer value.

Applying continuous improvement (kaizen) events and lean principles specifically to warehouse and distribution center operations.

Combining lean waste elimination with Six Sigma statistical process control to drive quality improvement and operational efficiency.

Collecting and analyzing data about learners and their contexts to understand and optimize learning and the environments in which it occurs.

Designing engaging, effective educational experiences by combining instructional design principles with UX design and learning science.

Proficiency in AI-enhanced legal research platforms that use natural language processing for case analysis, brief checking, and legal analytics.

Using generative AI tools purpose-built for legal research, document review, contract analysis, and legal writing assistance.

Formal certification in legal operations management covering financial management, technology, vendor management, and process improvement for legal departments.

Technology tools and platforms that streamline legal work, from contract analysis to case management.

Managing and maintaining legal technology platforms including practice management, e-billing, document management, and AI research tools.

Consulting with law firms and legal departments on technology strategy, tool selection, and digital transformation roadmaps.

Working with technology platforms designed for the legal industry, including case management, contract lifecycle management, and e-discovery systems.

Using specialized software tools for legal research, document automation, e-signatures, contract analysis, and compliance tracking.

Developing and managing intellectual property licensing agreements to monetize patents, trademarks, content, or technology.

Processing and analyzing Light Detection and Ranging point cloud data for topographic mapping, forestry analysis, infrastructure inspection, and 3D modeling.

Providing technical, organizational, and analytical support for legal proceedings, including document management, trial preparation, and evidence coordination.

Selecting, deploying, and managing technology tools used in litigation including e-discovery, trial presentation, and case analysis software.

Making real-time creative and technical decisions during live broadcasts, events, or performances to maintain quality and audience engagement.

Designing game systems that sustain long-term player engagement through seasonal content, events, battle passes, and ongoing updates.

Broadcasting real-time video content to audiences via platforms like Twitch, YouTube Live, or professional enterprise streaming solutions.

Adapting large language models for specific tasks or domains through targeted training on curated data.

Maximizing cargo capacity in trucks, containers, or pallets while ensuring weight distribution, safety, and compliance with transportation regulations.

Specialized notary skills for guiding borrowers through mortgage and loan document signing with accuracy and compliance.

Optimizing a business's online presence for local search results, including Google Business Profile management, local citations, and review strategies.

Planning and managing the adaptation of products, content, and services for different languages, cultures, and markets.

Operating and managing translation management systems, CAT tools, and AI-powered translation platforms for multilingual content production.

Managing the movement of goods across the supply chain, coordinating carriers, warehouses, and customs to ensure timely delivery.

Operating transportation management systems to plan, execute, and optimize the movement of freight across supply chains.

Leveraging technology platforms and tools to improve supply chain visibility, automate shipping workflows, and optimize logistics operations.

Cultivating deep, trust-based professional relationships with clients, partners, and stakeholders over extended periods.

Fundamental knowledge of retail shrinkage prevention including theft detection, inventory controls, audit procedures, and employee awareness training.

Creating bespoke, high-end experiences that exceed the expectations of affluent clientele through personalization, exclusivity, and exceptional attention to detail.

Curating exclusive, high-end travel experiences with deep knowledge of luxury destinations, boutique accommodations, and VIP access.

Building systems that learn from data to make predictions or decisions without being explicitly programmed for each scenario.

Applying machine learning models to solve specific business problems like demand forecasting, recommendation systems, fraud detection, and natural language processing.

Foundational understanding of supervised, unsupervised, and reinforcement learning algorithms.

Applying ML techniques to extract patterns, anomalies, and actionable insights from complex datasets.

Using ML models like gradient boosting, LSTMs, and transformer architectures to predict future values from time-series data.

Applying ML to seismic interpretation, mineral exploration, reservoir modeling, and environmental monitoring.

Using ML to optimize and automate industrial process parameters in real time.

Applying ML to clinical decision support, diagnostic imaging, drug discovery, and patient outcome prediction.

Combining camera systems, image processing, and AI models for automated visual inspection and object recognition.

Operating and teaching with 3D printers, laser cutters, CNC machines, and other digital fabrication tools in shared workshop environments.

Protecting ship navigation systems, port infrastructure, and maritime communication networks from cyber threats.

Using digital platforms to create personalized meal plans, automate grocery lists, and track client nutrition.

Preparing individuals to communicate effectively in interviews, press conferences, and on-camera appearances.

Facilitating negotiation between disputing parties to reach voluntary, mutually acceptable agreements.

Facilitating structured negotiation between disputing parties to reach mutually acceptable resolutions.

Specialized legal knowledge in evaluating, litigating, and defending claims of medical negligence.

Applying targeted soft-tissue techniques prescribed by physicians for injury recovery, chronic pain, and post-surgical rehabilitation.

Reviewing and optimizing a patient's complete medication regimen to improve outcomes and reduce adverse interactions.

Teaching clients to understand and regulate their own thinking processes to improve learning, decision-making, and self-awareness.

Installing, maintaining, and repairing standing seam, corrugated, and architectural metal roof assemblies.

Understanding and implementing Maximal Extractable Value techniques in blockchain transactions, including arbitrage, liquidations, and transaction ordering.

Performing surgical or diagnostic procedures through small incisions using endoscopes, laparoscopes, or robotic-assisted systems.

Combining qualitative and quantitative research approaches with AI tools for coding, sentiment analysis, and pattern detection.

Building automated systems that manage the full machine learning lifecycle, from data ingestion and model training to deployment, monitoring, and retraining.

Practices for deploying, monitoring, and maintaining machine learning models in production.

Running a service-based business from mobile devices using scheduling, invoicing, CRM, and routing apps.

Managing a mobile pet grooming business including scheduling, routing, client management, and vehicle operations.

Configuring and maintaining mobile grooming vehicles including water systems, generators, grooming equipment, and ventilation.

Managing restaurant or retail operations across multiple delivery platforms like DoorDash, Uber Eats, and direct ordering systems.

Performing and interpreting PCR, sequencing, and other nucleic acid-based tests for disease detection and genetic analysis.

Performing laboratory procedures including gel electrophoresis, cloning, CRISPR gene editing, and protein analysis.

Designing revenue models including subscriptions, freemium, marketplace fees, and advertising for digital and physical products.

Recording and processing human movement data using marker-based or markerless tracking systems for animation, gaming, and biomechanics.

Acting and performing specifically for motion capture environments, translating expressive movement into digital characters.

Creating animated visual elements for UI, branding, advertising, and storytelling using principles of timing, spacing, and composition.

Leading the creative vision and strategy for motion graphics and animation across campaigns, products, or brands.

Producing animated graphics for video, social media, broadcast, and digital interfaces using tools like After Effects and Cinema 4D.

Coordinating work across multiple software applications using integration tools, automation, and unified dashboards.

Programming and operating 4-axis and 5-axis CNC machines to produce complex geometries in a single setup.

Architecting and managing workloads across multiple cloud providers like AWS, Azure, and GCP for resilience, cost optimization, and compliance.

Holding operator certifications across multiple types of heavy equipment such as excavators, cranes, forklifts, and bulldozers.

Producing music, audio, or video content across multiple genres and styles with versatility in technique and creative approach.

Planning and executing content or product distribution across multiple platforms to maximize reach and engagement.

Managing regulatory compliance across multiple state jurisdictions for tax, employment law, licensing, and industry-specific regulations.

Using AI-powered route optimization apps to plan efficient multi-stop delivery or service routes.

Designing governance structures and agreements that coordinate policy across multiple nations or organizations.

Communicating effectively in multiple languages for business, diplomacy, healthcare, or customer service contexts.

Proficiency in reading, writing, and speaking multiple languages at a professional level.

Crafting narratives that combine text, video, audio, graphics, and interactive elements for immersive audience experiences.

Working with AI systems that process and generate across multiple data types including text, images, audio, and video simultaneously.

Designing user experiences that combine voice, touch, gesture, and visual interfaces for seamless human-computer interaction.

Managing content or product distribution across multiple channels including streaming, social, broadcast, and physical retail.

Applying sustained manual pressure to fascial restrictions to restore tissue mobility and reduce pain.

Designing landscapes using indigenous plant species to support local ecosystems, reduce water use, and minimize maintenance.

Designing projects that use natural systems like wetlands, green infrastructure, and reforestation to address environmental and social challenges.

Assessing client financial situations holistically to recommend appropriate lending products rather than pushing high-commission options.

Developing organizational roadmaps to achieve net-zero greenhouse gas emissions through reduction, efficiency, and offset measures.

Using scripting, APIs, and platforms to automate network configuration, monitoring, and troubleshooting at scale.

Setting up and managing routers, switches, firewalls, and wireless access points for reliable enterprise and campus networks.

Operating and maintaining networks of EV charging stations using cloud platforms for monitoring, billing, and load management.

Supporting neurodivergent individuals through strengths-based practices that respect neurological differences rather than pathologizing them.

Building and growing an email newsletter audience through content strategy, acquisition funnels, and retention optimization.

Operating and maintaining IP-based 911 systems that handle text, video, and data alongside traditional voice calls.

Operating FAA NextGen air traffic control systems including ADS-B, SWIM, and performance-based navigation technologies.

Developing deep expertise and market positioning within a narrow, well-defined segment rather than competing broadly.

Earning board certification or specialized credentials in legal practice areas like intellectual property or immigration law.

Earning professional credentials in emerging or specialized legal practice areas like privacy law, intellectual property, or cannabis regulation.

Building recognized expertise in a specific domain, technique, or market segment to differentiate from generalist competitors.

Creating specialized tourism experiences around themes like food, history, adventure, wellness, or cultural heritage.

Designing and managing non-relational databases like MongoDB, Cassandra, and DynamoDB, as well as NewSQL systems like CockroachDB.

Understanding macronutrients, micronutrients, dietary patterns, and evidence-based nutrition science for health optimization.

Coordinating corporate events, meetings, and celebrations including venue selection, catering, AV setup, and vendor management.

Installing, operating, and maintaining offshore wind turbines, substations, and subsea cable infrastructure.

Managing seamless customer experiences across physical stores, e-commerce, mobile apps, and social commerce channels.

Selling products and services across multiple integrated channels including in-store, online, marketplaces, and social commerce.

Managing customer support across chat, phone, email, and social media through unified service platforms.

Designing unified customer engagement strategies that deliver consistent experiences across all touchpoints and channels.

Analyzing blockchain transaction data to track fund flows, assess network health, and identify patterns in cryptocurrency markets.

Applying the One Health approach that connects human, animal, and environmental health to address complex health challenges.

Delivering personalized fitness or wellness coaching remotely using platforms that manage programming, tracking, and client communication.

Resolving conflicts through digital platforms that facilitate negotiation, mediation, and arbitration without in-person meetings.

Creating and delivering educational content through platforms like Teachable, Thinkific, Coursera, or institutional LMS systems.

Leading virtual tours and experiences through video platforms, combining storytelling, local knowledge, and audience engagement.

Making research data, methods, and publications freely accessible through preregistration, open-access publishing, and data sharing.

Designing and implementing strategies to improve organizational effectiveness through culture change, process improvement, and leadership development.

Investigating, analyzing, and disrupting organized criminal networks using intelligence gathering, financial analysis, and interagency coordination.

Investigating coordinated retail theft operations using surveillance, data analytics, and law enforcement collaboration.

Gathering and analyzing publicly available information from the internet, social media, public records, and other open sources for investigations.

Using AI-powered software to optimize delivery routes, package sequencing, and driver dispatch for maximum efficiency.

Planning, executing, and optimizing paid advertising campaigns on social media platforms like Meta, TikTok, LinkedIn, and X.

Using algorithm-driven design tools to create complex forms, structures, and patterns based on adjustable parameters and rules.

Creating 3D models with dimension-driven parameters that allow rapid design iterations and optimization.

Designing buildings that achieve extreme energy efficiency through superinsulation, airtightness, heat recovery, and solar optimization.

Using specialized software to search, analyze, and visualize patent landscapes for competitive intelligence and IP strategy.

Teaching patients about their conditions, treatments, and self-care to improve health outcomes.

Using data analysis to improve HR decisions around hiring, retention, engagement, performance, and workforce planning.

Measuring and analyzing system, team, or business performance using metrics, dashboards, and statistical methods.

Optimizing software systems for speed, scalability, and reliability through load testing, profiling, and architecture tuning.

Developing a recognizable professional identity through consistent messaging, expertise sharing, and strategic online presence.

Systematically building professional visibility through content creation, speaking, networking, and thought leadership.

Crafting and communicating a distinctive professional identity that differentiates you in your market.

Promoting your professional skills and services through strategic self-promotion, networking, and content marketing.

Advising clients on wardrobe selection, outfit coordination, and personal image based on body type, lifestyle, and preferences.

Designing educational experiences tailored to individual learner needs, pace, interests, and learning styles.

Creating individualized dietary plans based on genetics, microbiome data, bloodwork, and lifestyle factors.

Assessing contamination from per- and polyfluoroalkyl substances and implementing remediation strategies for soil and groundwater.

Using genetic information to guide medication selection and dosing for individual patients.

Earning additional clinical or administrative certifications that expand a healthcare worker's scope of practice.

Creating compelling photographic content optimized for social media platforms including composition, lighting, and editing for engagement.

Building internal developer platforms that enable self-service infrastructure and streamline software delivery.

Designing products as platforms that create value by enabling interactions between users, developers, or partners.

Advanced proficiency in hotel property management systems for reservations, revenue management, guest profiles, and reporting.

Measuring podcast advertising effectiveness and audience engagement using attribution tools and open analytics platforms.

Coordinating patient care activities at the bedside or in the field, ensuring timely interventions and seamless handoffs between providers.

Documenting patient encounters in real time using home health and long-term care EMR systems at the bedside.

Performing diagnostic tests at or near the patient location for immediate results, including glucose monitoring, rapid strep, and blood gas analysis.

Evaluating public or organizational policies using evidence, stakeholder analysis, and impact assessment to inform decision-making.

Managing health outcomes for defined populations through data-driven interventions, preventive care, and social determinants of health strategies.

Analyzing health data across populations to identify trends, risk factors, and intervention opportunities using statistical and AI methods.

Analyzing investment portfolio performance, risk exposure, and allocation using quantitative methods and visualization tools.

Strategically selecting, prioritizing, and managing a collection of investments, projects, or products to maximize returns and achieve objectives.

Developing and executing structured plans to combine organizations after mergers or acquisitions, covering culture, systems, processes, and people.

Implementing and optimizing software systems for scheduling, billing, client management, and workflow automation in professional practices.

Selling funeral, burial, or memorial services to individuals before they are needed, combining financial planning with empathetic consultation.

Operating integrated agricultural technology platforms that combine GPS guidance, variable rate application, and data management for precision farming.

Using specialized software to analyze field data, create prescription maps, and optimize crop management decisions.

Applying GPS, sensors, drones, and data analytics to optimize crop production at a sub-field level.

Tailoring medical treatment to individual patients based on genetic profiles, biomarkers, and lifestyle data.

Incorporating genomic data, AI-driven diagnostics, and personalized therapies into clinical workflows and health system operations.

Using statistical models and machine learning to forecast future outcomes from historical data patterns.

Deploying and managing IoT sensor networks and AI analytics that predict equipment failures before they occur.

Designing and operating systems that use sensor data and AI algorithms to anticipate equipment failures and schedule proactive repairs.

Building with factory-manufactured components that are assembled on-site for faster, more consistent construction.

Delivering high-touch, personalized experiences that exceed standard service expectations for discerning clients.

Proactively monitoring and managing livestock health to prevent disease outbreaks and optimize herd productivity.

Using data analysis to schedule and optimize equipment maintenance before failures occur.

Identifying, attracting, and retaining high-net-worth clients while constructing tailored investment portfolios.

Organizing and leading free professional services initiatives that serve underrepresented communities.

Creating character and object animations algorithmically using rules and physics rather than hand-keyed frames.

Generating sound effects and music in real time through algorithms rather than pre-recorded samples.

Using algorithms to automatically create game content such as levels, textures, and worlds.

Designing and implementing automated workflows that reduce manual, repetitive tasks in business operations.

Systematically managing hazards associated with industrial processes involving highly hazardous chemicals or operations.

Systematically assessing the design, implementation, and outcomes of programs to determine their effectiveness.

Managing timelines, resources, and communication across teams to ensure projects are delivered on schedule and within scope.

Planning, executing, and delivering projects on time and within scope using structured methodologies.

Crafting effective instructions for AI models to get accurate, useful outputs.

Managing digital verification systems that confirm successful deliveries and grant secure access to restricted locations.

Incorporating property technology solutions into real estate operations to improve efficiency, tenant experience, and asset performance.

Using technology platforms purpose-built for real estate transactions, management, and analytics.

Operating and maintaining Positive Train Control systems that automatically prevent train-to-train collisions, derailments, and unauthorized movements.

Using Python and MATLAB to build, run, and interpret computational models of subsurface fluid flow in oil and gas reservoirs.

Applying Python programming to financial analysis, modeling, risk assessment, and algorithmic trading.

Writing code in Python or R for data analysis, statistical modeling, and automation of research workflows.

Applying systematic methods to examine products and processes for defects, compliance, and adherence to specifications.

Extracting measurable, objective data from medical or scientific images for diagnosis, treatment planning, or research.

Building mathematical and statistical models to analyze financial instruments, assess risk, and inform investment decisions.

Extracting high-dimensional quantitative features from medical images to build predictive models for diagnosis and treatment outcomes.

Designing Retrieval-Augmented Generation systems that combine large language models with external knowledge bases for accurate, grounded AI responses.

Developing and executing strategies to generate new business relationships and convert prospects into long-term clients.

Earning credentials that validate expertise in real-time systems, live production, or time-critical technology operations.

Using game engines like Unreal or Unity to create interactive 3D experiences rendered in real time.

Proactively identifying and communicating delivery exceptions, delays, and disruptions to stakeholders as they happen.

Processing and delivering continuous data streams with minimal latency for live analytics, media, or event-driven applications.

Building and maintaining strategic relationships with real estate agents and home builders to generate referrals and co-marketing opportunities.

Using regulatory technology platforms to automate compliance monitoring, reporting, and risk management in financial services.

Applying specific regulatory technology tools for tasks like KYC verification, transaction monitoring, and regulatory reporting.

Ensuring organizational adherence to laws, regulations, standards, and ethical practices within a given industry.

Training AI agents to make sequential decisions by rewarding desired behaviors and penalizing undesired ones.

Strategically building, maintaining, and deepening professional relationships to create mutual value over time.

Developing interpersonal abilities like empathy, active listening, and conflict resolution to build strong professional connections.

Fostering an organizational mindset that prioritizes system uptime, proactive maintenance, and continuous improvement in operational reliability.

Using IoT sensors, cameras, and software platforms to monitor equipment, facilities, or patients from a remote location.

Performing legally binding notarizations via audio-video technology, allowing signers to appear remotely.

Collecting and interpreting data about the Earth's surface from satellite, aerial, or drone-based sensors.

Analyzing satellite and aerial imagery to extract meaningful information about land use, vegetation, water resources, and environmental change.

Planning and managing the shift from fossil fuel-based energy systems to renewable sources like solar, wind, and storage.

Managing the day-to-day operation and maintenance of renewable energy facilities such as solar farms, wind farms, and battery storage sites.

Using data analysis and structured feedback programs to understand why residents stay or leave and improve retention rates.

Advising homeowners on paint colors, finishes, and color schemes that complement their space, lighting, and personal style.

Designing organizational plans that ensure business continuity, rapid recovery, and adaptability in the face of disruptions.

Facilitating collaborative processes that bring together those affected by harm to find healing, accountability, and resolution.

Deep knowledge of retail operations, consumer behavior, merchandising, and the technology transforming brick-and-mortar and e-commerce.

Improving the end-to-end financial process of healthcare billing from patient registration through final payment collection.

Operating radio-frequency handheld scanners to track inventory, manage warehouse operations, and process shipments accurately.

Implementing integrated RFID and IoT-based systems for real-time inventory visibility and automated stock management.

Using radio-frequency identification systems to automatically identify and track tags attached to objects, inventory, or assets.

Identifying, assessing, and mitigating threats to an organization's operations, assets, and strategic objectives.

Applying structured methodologies like NIST RMF, ISO 31000, or COSO ERM to systematically manage organizational risk.

Performing minimally invasive surgical procedures using robotic systems like the da Vinci Surgical System under surgeon control.

Programming, operating, and maintaining robotic welding systems used in manufacturing and fabrication.

Planning, deploying, and connecting robotic systems with existing workflows, machinery, and software in operational environments.

Using the open-source Robot Operating System framework to develop, simulate, and deploy robotic applications.

Using data analysis and predictive models to identify safety risks, prevent incidents, and improve workplace safety outcomes.

Mastering the art and science of identifying customer needs, building value propositions, and closing deals.

Combining satellite imagery with trade and logistics data to gain insights into global supply chains, agriculture, and economic activity.

Using Supervisory Control and Data Acquisition systems to monitor and control industrial processes in real time.

Setting greenhouse gas emission reduction targets aligned with climate science through the Science Based Targets initiative (SBTi) framework.

Editing and formatting legal transcripts produced by court reporters to ensure accuracy, readability, and compliance with court standards.

Deploying and managing Software-Defined Wide Area Networks that use software to control connectivity and traffic between enterprise locations.

Developing deep expertise in a specific industry sector to provide more informed, context-rich professional services.

Protecting systems, networks, and data from digital attacks, unauthorized access, and other cyber threats.

Automating security scanning, compliance checks, and incident response to reduce manual effort and response time.

Systematically probing applications, networks, and systems for vulnerabilities before attackers can exploit them.

Helping customers navigate self-checkout kiosks and resolving technical or transactional issues in real time.

Overseeing multiple self-checkout stations simultaneously, managing loss prevention, and ensuring smooth customer flow.

Creating engaging short-form video content for platforms like TikTok and Instagram Reels using personal production skills.

Recording professional-quality audition tapes at home with proper lighting, sound, framing, and performance technique.

Operating construction, mining, or agricultural equipment that features automated functions while requiring human oversight and intervention.

Earning specialized certifications to safely train older adults and pregnant or postpartum clients with population-specific programming.

Designing applications that run on cloud-managed infrastructure where the provider handles server provisioning, scaling, and maintenance.

Designing end-to-end service experiences across touchpoints, not just individual screens or products.

Implementing infrastructure layers like Istio or Linkerd that manage service-to-service communication in microservices environments.

Teaching academic content to English language learners using strategies that make subject matter comprehensible while developing English proficiency.

Creating concise, engaging content optimized for social media feeds, stories, and short-attention-span consumption.

Using specialized software to model and simulate real-world processes, systems, or scenarios for analysis, training, or design.

Using realistic simulated environments to practice skills, test procedures, and build expertise without real-world risk.

Diagnosing and treating sleep disorders using polysomnography, clinical evaluation, and evidence-based interventions.

Defining Service Level Objectives and Service Level Indicators to measure and guarantee the reliability of software systems.

Running all aspects of a small business including operations, finance, marketing, and personnel management.

Analyzing data from building management systems, IoT sensors, and occupancy tracking to optimize energy use, comfort, and operations.

Implementing and managing integrated building systems that use IoT, automation, and AI to optimize operations, security, and occupant experience.

Managing EV charging infrastructure that uses software to optimize charging schedules, balance grid loads, and manage energy costs.

Designing and deploying interconnected technology systems that improve urban infrastructure, services, and quality of life.

Applying IoT sensors, data platforms, and AI to manage urban systems like transportation, utilities, and public safety more efficiently.

Comprehending how blockchain-based smart contracts execute automated agreements and their implications for transactions and compliance.

Operating and managing AI-driven manufacturing environments where machines, sensors, and software are interconnected for autonomous production.

Working with modernized electrical grids that use digital communication, sensors, and automation to manage electricity delivery efficiently.

Designing and installing interconnected home automation systems that control lighting, HVAC, security, and entertainment through unified platforms.

Installing, configuring, and maintaining residential automation systems including smart thermostats, lighting, locks, and security cameras.

Understanding and working with the hardware and software ecosystem that enables home automation, energy management, and connected living.

Programming and configuring advanced solar inverters that manage grid interaction, power quality, and energy storage integration.

Installing and servicing IoT-connected plumbing systems that monitor water usage, detect leaks, and prevent damage through automated shutoffs.

Installing and configuring AI-powered thermostats that learn occupant behavior, optimize energy use, and integrate with HVAC and home automation systems.

Measuring social media performance metrics and determining the monetary value of an audience for brand partnerships and monetization.

Producing engaging text, image, and video content optimized for specific social media platforms and their algorithms.

Strategically using social media platforms to build brand awareness, engage audiences, and drive business outcomes.

Building and maintaining a professional or brand identity across social media platforms that attracts and engages a target audience.

Using social media platforms strategically to source, attract, and engage potential job candidates.

Teaching students the skills to manage emotions, build relationships, make responsible decisions, and develop empathy.

Designing, mounting, wiring, and commissioning photovoltaic solar panel systems on residential and commercial buildings.

Integrating solar panel systems with building electrical infrastructure, battery storage, and grid connections for optimal performance.

Designing and installing combined solar panel and electric vehicle charging systems that work together for optimized energy use.

Using digital tools to design and optimize the layout of interior spaces for functionality, flow, and aesthetic appeal.

Creating three-dimensional soundscapes that place audio elements in virtual space for immersive experiences in VR, film, and music.

Providing specialized instruction and accommodations to students with disabilities to support their academic and developmental progress.

Designing and delivering educational programs tailored to students with diverse learning disabilities, developmental delays, or giftedness.

Developing deep expertise in a narrow professional domain rather than maintaining broad generalist skills.

Earning professional certifications for cleaning niches like biohazard remediation, healthcare sanitation, or heritage conservation cleaning.

Mastering the preparation and nutritional science behind specialized diets such as keto, plant-based, allergen-free, or medical nutrition therapy.

Possessing deep, practitioner-level knowledge in a specific professional domain that goes beyond surface-level understanding.

Deep knowledge in a focused area that sets you apart from generalists.

Earning advanced professional credentials that validate deep expertise in a focused area of practice.

Pursuing multiple advanced credentials across related specialties to broaden qualified service offerings.

Earning professional certifications in specialty coffee preparation, roasting, cupping, or green coffee grading.

Managing the dispensing and clinical oversight of high-cost, complex medications for conditions like cancer, autoimmune disorders, and rare diseases.

Developing expertise in serving specific demographic groups with unique needs, such as geriatric, pediatric, or veteran populations.

Developing deep knowledge in niche property types such as historic homes, waterfront properties, luxury estates, or commercial real estate.

Studying the production, history, tasting, and service of distilled spirits for professional bartending, sales, or brand education.

Preventing, assessing, and rehabilitating sports injuries using manual therapy, exercise prescription, and evidence-based treatment protocols.

Building automated workflows in Excel and Google Sheets using macros, VBA, Apps Script, and advanced formulas to eliminate repetitive data tasks.

Designing and managing structured employee training programs using LMS platforms and blended learning methods.

Providing high-level counsel to organizations on long-term business direction, risk, and competitive positioning.

Crafting and delivering targeted messaging that aligns organizational goals with audience needs across multiple channels.

Managing sourcing and purchasing decisions to optimize cost, quality, and supplier relationships aligned with business strategy.

Using narrative techniques to communicate complex ideas, influence decisions, and inspire action in professional contexts.

Producing and managing live or on-demand video and audio content for streaming platforms.

Using data analysis and modeling to optimize supply chain performance, forecast demand, and reduce costs.

Advising organizations on optimizing their end-to-end supply chain operations, from sourcing to last-mile delivery.

Synchronizing activities across suppliers, manufacturers, distributors, and retailers to ensure smooth product flow.

Building virtual replicas of physical supply chains to simulate scenarios, predict disruptions, and optimize operations.

Protecting supply chains from physical threats, cyberattacks, counterfeiting, and unauthorized access throughout the logistics pipeline.

Evaluating organizations' environmental, social, and governance practices against established standards and regulations.

Applying engineering principles to design systems, processes, and products that minimize environmental impact.

Integrating environmental and social considerations into the design process from concept through production.

Leading organizational sustainability strategy, setting targets, and coordinating cross-functional environmental and social initiatives.

Defining, collecting, and analyzing environmental and social performance indicators to track organizational impact.

Developing long-term strategies and roadmaps for organizations to achieve environmental and social sustainability goals.

Implementing day-to-day operational methods that reduce environmental impact and promote resource efficiency.

Preparing transparent disclosures of environmental, social, and governance performance for stakeholders and regulators.

Constructing and renovating buildings using methods and materials that minimize environmental impact and maximize energy efficiency.

Guiding organizations through the process of obtaining recognized environmental and sustainability certifications.

Creating products, spaces, and systems that meet present needs without compromising future generations' resources.

Planning and executing events that minimize waste, carbon emissions, and environmental impact while maximizing attendee experience.

Implementing agricultural methods that protect soil health, conserve water, and reduce chemical inputs while maintaining productivity.

Designing, producing, and marketing clothing and accessories with minimal environmental and social harm.

Applying eco-conscious methods throughout the fashion lifecycle including material sourcing, production, and end-of-life garment management.

Designing and building long-lasting public and private infrastructure that minimizes resource consumption and environmental degradation.

Operating production facilities and processes that minimize waste, energy consumption, and environmental impact.

Researching and developing new materials that are biodegradable, recyclable, or derived from renewable sources.

Selecting and specifying building and manufacturing materials based on environmental impact, lifecycle, and recyclability.

Extracting mineral resources using methods that minimize ecological disruption, reduce emissions, and support land rehabilitation.

Procuring raw materials and components from suppliers that meet environmental and social responsibility standards.

Negotiating and managing the rights to synchronize music with visual media like film, TV, ads, and video games.

Designing the high-level structure of complex software systems, including how components interact.

Building data visualizations and dashboards in Tableau or Power BI tailored to government transparency and compliance requirements.

Shaping an organization's employer brand through strategic content that attracts and retains top talent.

Advising individuals and businesses on strategies to legally minimize tax liability and optimize financial outcomes.

Understanding technical concepts well enough to communicate effectively with engineers and make informed decisions.

Systematically diagnosing and resolving hardware, software, and network issues using logical analysis and testing.

Implementing and managing digital systems for court administration, e-filing, virtual hearings, and case management.

Providing dental consultations, triage, and follow-up care remotely using video conferencing and digital imaging.

Delivering genetic counseling and testing services remotely to patients who lack access to in-person genetic specialists.

Delivering healthcare services remotely using video, messaging, and monitoring technology.

Providing mental health therapy and counseling services to clients remotely via secure video or phone platforms.

Helping patients and providers set up, troubleshoot, and maintain remote monitoring devices and telehealth equipment.

Delivering occupational therapy services remotely, adapting therapeutic exercises and assessments for virtual environments.

Configuring, managing, and optimizing the software platforms that enable remote healthcare delivery.

Delivering pulmonary rehabilitation programs remotely, guiding patients through breathing exercises and conditioning programs via telehealth.

Assisting healthcare providers and patients with the technical and administrative aspects of virtual care delivery.

Using GPS, sensors, and communication systems to track vehicle location, performance, and driver behavior in real time.

Analyzing vehicle and driver data from telematics systems to improve fleet safety, efficiency, and cost management.

Installing, configuring, and maintaining the hardware and software systems that collect vehicle and asset tracking data.

Diagnosing and treating patients remotely using video consultations, digital tools, and remote monitoring technology.

Providing pharmaceutical care, medication counseling, and prescription verification remotely through digital platforms.

Delivering speech-language pathology and audiology services remotely using video platforms and digital therapy tools.

Providing physical rehabilitation services remotely, guiding patients through exercises and recovery programs via video.

Conducting psychotherapy and behavioral health sessions with clients remotely through secure digital platforms.

Designing comprehensive testing frameworks and strategies that ensure software quality across complex systems.

Specializing in styling, treating, and extending natural textured hair types using culturally informed techniques.

Combining diagnostic imaging with targeted therapy delivery using radiopharmaceuticals to personalize cancer treatment.

Using infrared cameras to detect heat patterns for applications in building inspection, electrical maintenance, and medical diagnostics.

Operating and maintaining advanced thermal imaging equipment and integrating it with AI-powered analysis software.

Proactively searching through networks and systems to detect advanced threats that evade automated security tools.

Evaluating property title history and legal records to assess risk and issue title insurance policies.

Using transportation management systems and load board data to optimize freight planning, carrier selection, and route efficiency.

Identifying and eliminating repetitive, manual operational work through automation and process improvement in SRE and DevOps contexts.

Implementing systems that track products and components throughout the supply chain from origin to end consumer.

Analyzing international trade flows, tariffs, and customs data to inform business strategy and compliance decisions.

Adapting marketing and creative content for different cultures and languages while preserving emotional intent and brand voice.

Implementing and managing digital systems for public transportation including fare collection, real-time tracking, and passenger information.

Delivering healthcare and social services with an understanding of how trauma affects patients' behavior, health, and engagement.

Teaching language skills to refugees and trauma survivors using methods that account for psychological safety and emotional regulation.

Applying trauma awareness principles across professional settings to create environments that promote safety, trust, and empowerment.

Implementing organizational policies and individual approaches that recognize the widespread impact of trauma and integrate recovery knowledge.

Understanding unmanned aircraft systems regulations, safety protocols, and operational considerations for airspace integration.

Managing the safe integration of drones into airspace through traffic coordination, deconfliction, and regulatory compliance systems.

Designing educational experiences that provide multiple means of engagement, representation, and action to accommodate all learners.

Operating, maintaining, and managing drone systems for commercial applications including surveying, inspection, and delivery.

Leveraging USPS digital tools and Informed Delivery campaigns to enhance direct mail marketing with digital touchpoints.

Applying core user experience design principles like usability, accessibility, and user-centered design to create intuitive products.

Crafting the words users see in digital interfaces including buttons, error messages, onboarding flows, and navigation labels.

Writing concise, purposeful interface text and microcopy that guides users through digital products with clarity and personality.

Implementing vehicle-to-grid systems that allow electric vehicles to feed stored energy back into the power grid.

Measuring and interpreting mechanical vibration data to diagnose equipment faults and predict maintenance needs.

Using specialized software to analyze video footage for applications in sports performance, security, biomechanics, and forensics.

Designing and delivering event or media packages that combine in-person and virtual components with professional video production.

Creating video content with interactive elements like branching narratives, clickable hotspots, and embedded quizzes.

Creating compelling property videos and leveraging social media platforms to generate leads and close real estate deals.

Producing podcast content with a visual video component for distribution across audio and video platforms simultaneously.

Planning, shooting, and editing professional video content for commercial, educational, or entertainment purposes.

Managing the operations of fully remote or hybrid professional services firms including technology, workflows, and team coordination.

Using real-time rendering engines and LED volume stages to create in-camera visual effects for film and media.

Creating immersive 360-degree virtual tours for real estate, hospitality, museums, and commercial properties.

Designing and managing online training environments using LMS and virtual classroom platforms for workforce development.

Implementing and managing digital systems that track, screen, and process visitors to facilities and campuses.

Designing user interfaces that enable natural language interaction through voice assistants and chatbots.

Building immersive virtual reality and augmented reality applications for training, entertainment, healthcare, and industrial use.

Creating immersive 3D visualizations using VR and AR technology for architecture, data analysis, engineering, and training.

Planning and deploying automated systems including robotics, conveyors, and AS/RS in warehouse and distribution environments.

Building and maintaining dashboards that track key warehouse performance metrics like throughput, accuracy, and labor productivity.

Designing and managing systems that reduce water consumption including rainwater harvesting, greywater recycling, and smart irrigation.

Creating comprehensive financial strategies for high-net-worth clients covering investments, tax optimization, estate planning, and risk management.

Using wearable devices like Catapult GPS units and WHOOP bands to monitor athlete performance, recovery, and workload.

Deploying and managing wearable devices that monitor worker safety including gas detectors, fall sensors, and fatigue monitors.

Connecting wearable devices with enterprise systems, health platforms, and analytics tools to create actionable data pipelines.

Managing all logistics and vendor coordination for weddings to ensure seamless execution of the couple's vision.

Guiding individuals toward sustained health behavior changes through motivational techniques and personalized goal setting.

Studying fire behavior, ecology, and management to predict, prevent, and manage wildfires in changing landscapes.

Deep knowledge of wines, spirits, and beverages including production methods, pairing principles, and service standards.

Comprehensive knowledge of wine and spirits production, regions, tasting, and service for hospitality and retail contexts.

Configuring and operating warehouse management systems that control inventory, picking, packing, and shipping operations.

Diagnosing and resolving issues in warehouse management systems that affect inventory accuracy, order processing, and fulfillment operations.

Designing and implementing automated sequences that eliminate manual steps in business processes using low-code and integration tools.

Designing physical and digital workplace environments that optimize employee productivity, wellbeing, and collaboration.

Facilitating structured conversations between conflicting parties in the workplace to reach mutually acceptable resolutions.

Implementing the Experience API (xAPI) and related data standards to track and share learning experiences across platforms.

Designing landscapes that minimize water use through native plants, efficient irrigation, and climate-appropriate design principles.

Maintaining continuous client engagement and service delivery beyond seasonal peaks to build lasting relationships and recurring revenue.

A security model that verifies every request regardless of where it comes from, assuming no implicit trust.

Implementing network security architectures that verify every user and device before granting access, regardless of network location.

Implementing cryptographic protocols that allow one party to prove knowledge of information without revealing the information itself.

Operating commercial kitchens with systems designed to eliminate food waste through creative menu planning, composting, and inventory control.