Geneticists
Official O*NET title: Geneticists (19-1029.03)
Also called: cardiovascular geneticist, medical geneticist, research scientist, scientist
Do you do this at work?
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Do you do this at work?
Create or use statistical models for the analysis of genetic data
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How AI is changing geneticists work
8 of 19 measurable main tasks for this job show up in real AI-use data, so we rate it Amber (some AI use) — 42%.
This shows where people already use AI, not whether the job will disappear. How we measure this.
Tasks in this job and recorded AI use
- Create or use statistical models for the analysis of genetic data (main task) — some recorded AI use
- Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals (main task) — some recorded AI use
- Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses (main task) — some recorded AI use
- Review, approve, or interpret genetic laboratory results (main task) — some recorded AI use
- Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses (main task) — some recorded AI use
- 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 (main task) — some recorded AI use
- Prepare results of experimental findings for presentation at professional conferences or in scientific journals (main task) — some recorded AI use
- Analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits (main task) — some recorded AI use
- Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects (main task) — no recorded AI use
- Maintain laboratory notebooks that record research methods, procedures, and results (main task) — no recorded AI use
- Write grants and papers or attend fundraising events to seek research funds (main task) — no recorded AI use
- Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings (main task) — no recorded AI use
- Extract deoxyribonucleic acid or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis (main task) — no recorded AI use
- Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders (main task) — no recorded AI use
- Maintain laboratory safety programs and train staff in laboratory safety techniques (main task) — no recorded AI use
- Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to make sure accuracy and quality of experimental results (main task) — no recorded AI use
- Develop protocols to improve existing genetic techniques or to incorporate new diagnostic procedures (main task) — no recorded AI use
- Talk with information technology specialists to develop computer applications for genetic data analysis (main task) — no recorded AI use
- Design sampling plans or coordinate the field collection of samples such as tissue specimens (main task) — no recorded AI use
- Conduct family medical studies to evaluate the genetic basis for traits or diseases — some recorded AI use
- Evaluate, diagnose, or treat genetic diseases — no recorded AI use
- Design and maintain genetics computer databases — no recorded AI use
- Participate in the development of endangered species breeding programs or species survival plans — no recorded AI use
- Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration — no recorded AI use
Tasks: O*NET 31.0. AI use: Anthropic Economic Index (exact or close text match).
Your first steps (guidance)
- Week 1: Open a free AI assistant and say hello. Follow our “Getting started with AI” guide. Ask it one simple question about your work.
- Week 2: Use AI on one task you do often. Try the prompt for: “Create or use statistical models for the analysis of genetic data”. Try the prompt for: “Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals”.
Tick your own tasks above to get a plan based on what you really do. The first 2 weeks are free; Premium (coming soon) adds weeks 3–12. New to AI? Read our beginner’s guide.
Questions about AI and geneticists
Will AI replace geneticists?
Our data can’t predict job losses, and we don’t try to. What it does show: 8 of the 19 main tasks for this job match tasks people already use AI for (Anthropic Economic Index), giving a Amber rating (some AI use). Using AI on a task is not the same as AI doing the whole job, and 15 of the 24 listed tasks show no recorded AI use yet.
Which geneticist tasks is AI used for most?
In the data, the most AI use among this job’s tasks is for: create or use statistical models for the analysis of genetic data; search scientific literature to select and modify methods and procedures most appropriate for genetic research goals; evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.
Which geneticist tasks show little or no AI use?
For example: supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects; maintain laboratory notebooks that record research methods, procedures, and results; write grants and papers or attend fundraising events to seek research funds. These are good places to keep building your own skills.
How does this job compare to others?
In Microsoft Research’s “Working with AI” study, this job’s AI applicability score is equal to or higher than 78% of the occupations they scored. That measures overlap with AI chat use, not risk of job loss.
How can a geneticist start learning AI?
Start small: open a free AI assistant, try it on one task you do often, and always check facts and numbers yourself. The plan on this page is guidance, not professional advice.
See how this job ranks
Geneticists ranks #172 of 572 jobs for the share of main tasks with AI use (#1 = most), and #21 of 45 in Science & Research.
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