JobBreak

Life, Physical, and Social Science · United States (national)

Geneticists

How exposed this work is to automation, shown as ranges with the reasoning and sources.

The short version: this role is moderately exposed to automation, and meaningful change looks likely over the next 5 to 10 years. It is a sourced range, not a verdict, and the detail is below.

Built on O*NET tasks, BLS pay and projections, and peer-reviewed AI-exposure research. Sources shown. Data snapshot SNAPSHOT-2026-11-06. How it works
47.7 of 100
AI / softwarerange 35.7 to 59.7
24.0 of 100
Physical / roboticsrange 12.0 to 36.0

When the change is likely

partial change 0y 5y 10y 15y 20+y

Partial, 5 to 10 years local demand stable

What to do about it

Use AI to outpace AI.

Strategies to protect your livelihood, most important first.

1
Use your 5 to 10 year runway
Change here is gradual. Build resilient skills steadily and watch the signals rather than waiting for a shock.
2
Lean into the human edge
The exposed parts are routine and cognitive. Invest in judgment, client relationships, and complex problem-solving that AI still cannot do.
3
Pivot toward Microbiologists
It is skill-adjacent and less exposed (37.8 vs 48). A lateral move now beats a forced one later.
4
Build a financial buffer
Keep 6 to 12 months of expenses and diversify your income, so a disruption is a setback rather than a catastrophe.
5
Add a recognised credential
A certification or license raises the bar against automation and signals value in a tightening market.

Which of my tasks are exposed

Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects.
100.0
Plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes.
50.0
Prepare results of experimental findings for presentation at professional conferences or in scientific journals.
50.0
Maintain laboratory notebooks that record research methods, procedures, and results.
50.0
Write grants and papers or attend fundraising events to seek research funds.
50.0
Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.
50.0
Review, approve, or interpret genetic laboratory results.
50.0
Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.
50.0

Longer, orange bars are more automatable; short green bars are resistant.

What is driving my result

lowers risk
raises risk
Task: Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects.
Task: Plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes.

Lower-risk adjacent roles

Microbiologists
37.8
Molecular and Cellular Biologists
43.9
Biochemists and Biophysicists
44.3

A full, ranked mitigation plan is part of the paid tiers.

How this score is calculated

  1. Map Geneticists to its standard O*NET task list (8 core tasks).
  2. Score each task for AI/software exposure (Eloundou et al. 2023) and physical/robotics exposure (an O*NET work-context proxy), each 0 to 100.
  3. The two axis scores are the task averages: AI 47.7, robotics 24.0.
  4. The timeline comes from the higher axis (47.7), shifted for local demand (stable), and seniority. It is read against your remaining working years.
  5. Ranges are about ±12 points. A backtest against real BLS employment change shows the risk ranking holds in aggregate, but individual outcomes are predicted weakly, so results are ranges, never a flat verdict.

Sources: O*NET, Eloundou et al. (2023), GPTs are GPTs, O*NET Work Context, BLS CPI-U, BLS OEWS. Snapshot SNAPSHOT-2026-11-06. Full method and backtest on How it works.

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