19-1029.04
Biologists
Research or study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and functions.
You're basically automation-proof
Only 8% of jobs we track are safer than this
Disruption Vector
Hybrid Threat
Both AI software and physical automation threaten different aspects of this role, creating a compound risk from multiple directions.
Biologists across specialties are experiencing AI acceleration in literature synthesis (Elicit, Semantic Scholar AI), protein structure prediction (AlphaFold), and lab automation (Opentrons liquid-handling robots with AI protocols). Hypothesis generation, experimental design, and interpretation of novel findings remain fundamentally human intellectual activities. Through 2027, the most productive biologists will be those who leverage AI tools aggressively, and demand in biotech and pharma is strong enough to absorb productivity gains without major headcount reduction.
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
Similar Safe Careers
Biologists is already low-risk. Explore similarly safe occupations:
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Biologists
"Congrats — you are delightfully robot-proof. Go touch some grass."
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I just checked if I'm cooked as a Biologists 🤖 AI risk score: 1.6/10 — Low Risk "Congrats — you are delightfully robot-proof. Go touch some grass." Check yours 👇 https://amicooked-five.vercel.app/results/19-1029.04 #AmICooked #AI #FutureOfWork
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You're safer than 8% of all knowledge workers we track.
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 →