19-1099.00
Life Scientists, All Other
All life scientists not listed separately.
AI will partially reshape this role
Safer than 56% 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 scientists in diverse specialties use AI tools like BenchSci (literature mining), Schrödinger's ML drug discovery platform, and NVIDIA BioNeMo for protein modeling to accelerate research. Experimental design, hypothesis generation, and interpretation of ambiguous biological data in novel contexts remain irreplaceable human contributions. The 2025-2027 outlook is positive overall; AI accelerates science broadly, expanding research scope and creating new questions rather than eliminating scientific positions.
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 Scientists, All Other, consider pivoting toward these lower-risk roles:
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Life Scientists, All Other
"Safe-ish. AI is your coworker, not your replacement. Yet."
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You're safer than a Solar Photovoltaic Installers but riskier than a Computer 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 →