AITakeover Tracker
30%medium risk

Geneticists

Research and study the inheritance of traits at the molecular, organism or population level. May evaluate or treat patients with genetic disorders.

Higher risk than 41% of occupations

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)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Active LearningCritical ThinkingWritingJudgment and Decision MakingMonitoringSystems AnalysisTechnology Design

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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.7pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$6K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.9pt risk+$6K/yr salary

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

Bachelor's Degree7%
Doctoral/Professional Degree7%
Level 1130%
Level 1257%

Prior Experience Needed

Work experience required to enter this job

None20%
6 months - 1 year3%
1-2 years27%
2-4 years37%
4-6 years10%
6-8 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None17%
Up to 1 month3%
1-3 months23%
3-6 months7%
6 months - 1 year17%
1-2 years10%
2-4 years17%
4-6 years7%

How AI Impacts Each Task

24 tasks analyzed

Review, approve, or interpret genetic laboratory results.

Risk: 44.2%AI: 42.97ObservedTime: 8%

Evaluate, diagnose, or treat genetic diseases.

Risk: 41.0%AI: 35EstimatedTime: 6%

Maintain laboratory notebooks that record research methods, procedures, and results.

Risk: 86.0%AI: 92EstimatedTime: 4%

Write grants and papers or attend fundraising events to seek research funds.

Risk: 49.0%AI: 55EstimatedTime: 5%

Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.

Risk: 51.0%AI: 60EstimatedTime: 4%

Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects.

Risk: 23.0%AI: 20EstimatedTime: 5%

Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.

Risk: 45.7%AI: 46.77ObservedTime: 4%

Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses.

Risk: 25.0%AI: 25EstimatedTime: 4%

Prepare results of experimental findings for presentation at professional conferences or in scientific journals.

Risk: 51.2%AI: 60.55ObservedTime: 4%

Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders.

Risk: 27.0%AI: 30EstimatedTime: 4%

Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.

Risk: 50.5%AI: 58.73ObservedTime: 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.

Risk: 48.4%AI: 53.37ObservedTime: 6%

Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis.

Risk: 57.0%AI: 60EstimatedTime: 6%

Create or use statistical models for the analysis of genetic data.

Risk: 54.9%AI: 69.83ObservedTime: 5%

Maintain laboratory safety programs and train personnel in laboratory safety techniques.

Risk: 27.0%AI: 30EstimatedTime: 3%

Conduct family medical studies to evaluate the genetic basis for traits or diseases.

Risk: 46.2%AI: 48.08ObservedTime: 4%

Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to ensure accuracy and quality of experimental results.

Risk: 74.0%AI: 62EstimatedTime: 3%

Design and maintain genetics computer databases.

Risk: 55.0%AI: 70EstimatedTime: 3%

Confer with information technology specialists to develop computer applications for genetic data analysis.

Risk: 29.0%AI: 35EstimatedTime: 3%

Analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits.

Risk: 48.6%AI: 53.95ObservedTime: 4%

Design sampling plans or coordinate the field collection of samples such as tissue specimens.

Risk: 47.0%AI: 50EstimatedTime: 3%

Develop protocols to improve existing genetic techniques or to incorporate new diagnostic procedures.

Risk: 54.9%AI: 69.73ObservedTime: 3%

Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration.

Risk: 47.0%AI: 50EstimatedTime: 2%

Participate in the development of endangered species breeding programs or species survival plans.

Risk: 51.0%AI: 60EstimatedTime: 2%

Protective Factors

Total protective discount: 35.3%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailIntegrityAnalytical ThinkingInitiativePersistenceAchievement/EffortDependabilityStress ToleranceAdaptability/FlexibilityIndependenceLeadershipCooperation

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

$54,500Median: $93,330$159,780
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Subscribed — always updated

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

+0.1

overall change

Checking for existing plan...