19-4099.00
Life, Physical, and Social Science Technicians, All Other
All life, physical, and social science technicians not listed separately.
AI will significantly reshape this role
Safer than 63% of occupations we track
Disruption Vector
Hybrid Threat
Both AI software and physical automation threaten different aspects of this role, creating a compound risk from multiple directions.
Life, physical, and social science technicians in this catch-all category perform hands-on laboratory and field work that varies widely but consistently requires physical sample handling, instrument operation, and data collection that AI cannot perform without substantial robotics investment. AI assists with data processing and pattern detection downstream of data collection. Through 2027, the most vulnerable sub-roles are those involving primarily data entry and routine analysis, while those requiring physical fieldwork and lab technique remain stable.
Salary & Job Outlook
AI Risk Timeline
Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.
Skills Analysis — AI Vulnerability
Career Pivot Paths
If you're a Life, Physical, and Social Science Technicians, All Other, consider pivoting toward these lower-risk roles:
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Life, Physical, and Social Science Technicians, All Other
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You're safer than a Computer, Automated Teller, and Office Machine Repairers but riskier than a Library Science Teachers, Postsecondary.
This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →