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Census / Statistical Data Analyst

Also known as: Demographer, Survey Statistician, Census Data Specialist, Federal Statistical Analyst

AI Impact Score

38/100

Statistical data analysts in government occupy a nuanced position in the AI era: machine learning and AI tools are dramatically accelerating data processing, pattern recognition, and preliminary analysis, but the domain expertise required to design valid surveys, interpret demographic findings in social context, and communicate statistical uncertainty to policy audiences remains deeply human. The Census Bureau and federal statistical agencies are actively adopting AI for data collection quality control, disclosure avoidance, and anomaly detection — creating new specialist roles even as they automate routine processing tasks. Analysts with strong programming skills and survey methodology expertise are among the most sought-after in this transformation.

$52k – $115k

Salary Range

growing

Growth Outlook

44,000

Total Jobs (US)

+6%

Growth Rate

Task Breakdown

Tasks at Risk (4)

Routine data cleaning and formattingStandard tabulation and cross-tab generationBoilerplate statistical report sectionsBasic data validation checks

AI-Enhanced Tasks (4)

Survey response quality analysisDisclosure avoidance and privacy protectionDemographic trend identification and projectionData visualisation and public dissemination

Human-Safe Tasks (5)

Survey instrument design and cognitive testingStatistical methodology selection and defencePolicy-relevant interpretation of findingsResponding to data users and external researchersExpert testimony and peer review