Epidemiologists
Investigate and describe the determinants and distribution of disease, disability, or health outcomes. May develop the means for prevention and control.
AI Impact Summary
Epidemiologists faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 38% of all analyzed occupations. Of 17 analyzed tasks, 1 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 Mathematics 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.
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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Epidemiologists skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
Machine Learning Specialization
by Stanford / DeepLearning.AI
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
17 tasks analyzed
Oversee public health programs, including statistical analysis, health care planning, surveillance systems, and public health improvement.
Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.
Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.
Monitor and report incidents of infectious diseases to local and state health agencies.
Investigate diseases or parasites to determine cause and risk factors, progress, life cycle, or mode of transmission.
Communicate research findings on various types of diseases to health practitioners, policy makers, and the public.
Plan, administer and evaluate health safety standards and programs to improve public health, conferring with health department, industry personnel, physicians, and others.
Educate healthcare workers, patients, and the public about infectious and communicable diseases, including disease transmission and prevention.
Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings.
Identify and analyze public health issues related to foodborne parasitic diseases and their impact on public policies, scientific studies, or surveys.
Supervise professional, technical, and clerical personnel.
Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.
Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.
Consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.
Prepare and analyze samples to study effects of drugs, gases, pesticides, or microorganisms on cell structure and tissue.
Write grant applications for funding epidemiologic research.
Write articles for publication in professional journals.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Oversee public health programs, including statistical analysis, health care planning, surveillance systems, and public health improvement. | 40Estimated | 43.0% | 10% | |
| Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease. | 40Estimated | 43.0% | 10% | |
| Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis. | 60Estimated | 51.0% | 10% | |
| Monitor and report incidents of infectious diseases to local and state health agencies. | 90Estimated | 85.2% | 8% | |
| Investigate diseases or parasites to determine cause and risk factors, progress, life cycle, or mode of transmission. | 50Estimated | 47.0% | 10% | |
| Communicate research findings on various types of diseases to health practitioners, policy makers, and the public. | 35Estimated | 29.0% | 6% | |
| Plan, administer and evaluate health safety standards and programs to improve public health, conferring with health department, industry personnel, physicians, and others. | 20Estimated | 23.0% | 6% | |
| Educate healthcare workers, patients, and the public about infectious and communicable diseases, including disease transmission and prevention. | 57.55Observed | 38.0% | 5% | |
| Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings. | 45Estimated | 45.0% | 5% | |
| Identify and analyze public health issues related to foodborne parasitic diseases and their impact on public policies, scientific studies, or surveys. | 55Estimated | 49.0% | 5% | |
| Supervise professional, technical, and clerical personnel. | 15Estimated | 21.0% | 5% | |
| Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds. | 56.03Observed | 49.4% | 2% | |
| Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians. | 61.72Observed | 39.7% | 3% | |
| Consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry. | 65.2Observed | 41.1% | 3% | |
| Prepare and analyze samples to study effects of drugs, gases, pesticides, or microorganisms on cell structure and tissue. | 25Estimated | 19.0% | 2% | |
| Write grant applications for funding epidemiologic research. | 65Estimated | 53.0% | 5% | |
| Write articles for publication in professional journals. | 65Estimated | 53.0% | 5% |
Protective Factors
Total protective discount: 32.9%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$83,980
per year
Mean Wage
$94,160
per year
Employment
11K
workers
Wage Range
$56,950 - $134,860
10th - 90th pct
Wage Distribution
Explore other career paths
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Alternate Career Paths
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Sociologists
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Survey Researchers
30%Median salary: $63,380
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Medical Scientists, Except Epidemiologists
30%Median salary: $100,590
Higher risk than 40% of other occupations
Biological Science Teachers, Postsecondary
30%Median salary: $83,460
Higher risk than 41% of other occupations
Health Specialties Teachers, Postsecondary
31%Median salary: $105,620
Higher risk than 47% of other occupations
Anthropologists
32%Median salary: $64,910
Higher risk than 48% of other occupations
Environmental Science Teachers, Postsecondary
32%Median salary: $87,710
Higher risk than 52% of other occupations
Forestry and Conservation Science Teachers, Postsecondary
32%Median salary: $100,830
Higher risk than 53% of other occupations
Biostatisticians
37%Median salary: $103,300
Higher risk than 73% of other occupations
Sales Managers
25%Higher risk than 20% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Epidemiologists 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.
- Mathematics
High reliance on Mathematics 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.
- 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.
- 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.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination 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.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning 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.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis 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