Will AI replace Geneticists?

What this score means

Geneticists sits in the middle of the exposure range for Research & Science. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 47 out of 100 it scores 6 points above the Research & Science average of 41. Across the 4 sources behind this baseline, individual estimates run from 40 to 54, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Geneticists, most central first, showing 12 of 24.

• 01Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects.
• 02Plan 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.
• 03Prepare results of experimental findings for presentation at professional conferences or in scientific journals.
• 04Maintain laboratory notebooks that record research methods, procedures, and results.
• 05Write grants and papers or attend fundraising events to seek research funds.
• 06Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.
• 07Review, approve, or interpret genetic laboratory results.
• 08Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.
• 09Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.
• 10Analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits.
• 11Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis.
• 12Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 4 research sources that scored Geneticists for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025
• 03GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 04AI Occupational Exposure to Language Modeling · 2023

Also covers

Academic Pediatric Geneticist · Behavioral Geneticist · Cardiovascular Geneticist · Clinical Biochemical Geneticist · Clinical Cytogeneticist · Clinical Geneticist · Clinical Molecular Geneticist · Computational Geneticist and related titles

More research & science occupations

• Agricultural Technicians21/100
• Animal Scientists48/100
• Anthropologists and Archeologists47/100
• Astronomers52/100
• Atmospheric and Space Scientists50/100
• Biochemists and Biophysicists39/100
• Bioinformatics Scientists49/100
• Biological Scientists, All Other47/100