Geneticists
Research and study the inheritance of traits at the molecular, organism or population level. May evaluate or treat patients with genetic disorders.
AI Impact Summary
Geneticists faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 41% of all analyzed occupations. Of 24 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Geneticists skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
24 tasks analyzed
Review, approve, or interpret genetic laboratory results.
Evaluate, diagnose, or treat genetic diseases.
Maintain laboratory notebooks that record research methods, procedures, and results.
Write grants and papers or attend fundraising events to seek research funds.
Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.
Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects.
Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.
Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses.
Prepare results of experimental findings for presentation at professional conferences or in scientific journals.
Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders.
Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.
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.
Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis.
Create or use statistical models for the analysis of genetic data.
Maintain laboratory safety programs and train personnel in laboratory safety techniques.
Conduct family medical studies to evaluate the genetic basis for traits or diseases.
Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to ensure accuracy and quality of experimental results.
Design and maintain genetics computer databases.
Confer with information technology specialists to develop computer applications for genetic data analysis.
Analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits.
Design sampling plans or coordinate the field collection of samples such as tissue specimens.
Develop protocols to improve existing genetic techniques or to incorporate new diagnostic procedures.
Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration.
Participate in the development of endangered species breeding programs or species survival plans.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Review, approve, or interpret genetic laboratory results. | 42.97Observed | 44.2% | 8% | |
| Evaluate, diagnose, or treat genetic diseases. | 35Estimated | 41.0% | 6% | |
| Maintain laboratory notebooks that record research methods, procedures, and results. | 92Estimated | 86.0% | 4% | |
| Write grants and papers or attend fundraising events to seek research funds. | 55Estimated | 49.0% | 5% | |
| Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings. | 60Estimated | 51.0% | 4% | |
| Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects. | 20Estimated | 23.0% | 5% | |
| Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals. | 46.77Observed | 45.7% | 4% | |
| Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses. | 25Estimated | 25.0% | 4% | |
| Prepare results of experimental findings for presentation at professional conferences or in scientific journals. | 60.55Observed | 51.2% | 4% | |
| Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders. | 30Estimated | 27.0% | 4% | |
| Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses. | 58.73Observed | 50.5% | 6% | |
| 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. | 53.37Observed | 48.4% | 6% | |
| Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis. | 60Estimated | 57.0% | 6% | |
| Create or use statistical models for the analysis of genetic data. | 69.83Observed | 54.9% | 5% | |
| Maintain laboratory safety programs and train personnel in laboratory safety techniques. | 30Estimated | 27.0% | 3% | |
| Conduct family medical studies to evaluate the genetic basis for traits or diseases. | 48.08Observed | 46.2% | 4% | |
| Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to ensure accuracy and quality of experimental results. | 62Estimated | 74.0% | 3% | |
| Design and maintain genetics computer databases. | 70Estimated | 55.0% | 3% | |
| Confer with information technology specialists to develop computer applications for genetic data analysis. | 35Estimated | 29.0% | 3% | |
| Analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits. | 53.95Observed | 48.6% | 4% | |
| Design sampling plans or coordinate the field collection of samples such as tissue specimens. | 50Estimated | 47.0% | 3% | |
| Develop protocols to improve existing genetic techniques or to incorporate new diagnostic procedures. | 69.73Observed | 54.9% | 3% | |
| Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration. | 50Estimated | 47.0% | 2% | |
| Participate in the development of endangered species breeding programs or species survival plans. | 60Estimated | 51.0% | 2% |
Protective Factors
Total protective discount: 35.3%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$93,330
per year
Mean Wage
$100,440
per year
Employment
60K
workers
Wage Range
$54,500 - $159,780
10th - 90th pct
Wage Distribution
Explore other career paths
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Alternate Career Paths
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Pathologists
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Biologists
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Medical Scientists, Except Epidemiologists
30%Median salary: $100,590
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Biochemists and Biophysicists
31%Median salary: $103,650
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Molecular and Cellular Biologists
33%Median salary: $93,330
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Geneticists professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change