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Application Security Engineer

Name: AI Career Checker
Author: Bamboo Digital

Also known as: AppSec Engineer, Software Security Engineer, Secure SDLC Engineer, Product Security Engineer

AI Impact Score

52/100

AI is transforming application security by automating code scanning, vulnerability triage, and SAST/DAST analysis at scale. However, the human judgement required to interpret complex findings in context, design secure architectures, and conduct manual code reviews of business-critical logic remains firmly in demand.

$100k – $175k

Salary Range

booming

Growth Outlook

28,000

Total Jobs (US)

+33%

Growth Rate

Task Breakdown

Tasks at Risk (4)

Routine static code analysis runsStandard dependency vulnerability scanningBasic security test case generationCompliance checklist verification

AI-Enhanced Tasks (4)

AI-assisted code review for security anti-patternsAutomated vulnerability prioritisation by exploitabilityThreat model generation from architecture diagramsSecurity test automation with AI-generated payloads

Human-Safe Tasks (5)

Complex manual code review for business logic flawsSecurity architecture design for new systemsDeveloper security training and coachingNovel vulnerability research and exploitation analysisSecurity champion programme leadership

Current Skills

SAST/DAST Tools (Semgrep, Checkmarx, Burp Suite)OWASP Top 10 and SANS Top 25Secure Code ReviewCI/CD Pipeline Security (GitHub Actions, Jenkins)API Security Testing

Future-Proof Skills

AI-Assisted Code Review (GitHub Copilot Security, Snyk AI)Software Supply Chain Security (SBOM, SLSA)LLM Application Security (OWASP LLM Top 10)Infrastructure as Code SecurityThreat Modelling Automation