Epidemiologists
Investigate and describe the determinants and distribution of disease, disability, or health outcomes. May develop the means for prevention and control.
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% |
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.
Recommended Courses
Courses matched to Epidemiologists skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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Score History
Risk score over 2 scoring runs
overall change
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
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis