Epidemiologists

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 0 (0%)
• AI can speed this up with extra software: 13 (87%)
• Little or no AI speed-up: 2 (13%)

• Oversee public health programs, including statistical analysis, health care planning, surveillance systems, and public health improvement.AI can speed this up with extra software · core task
• Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.AI can speed this up with extra software · core task
• Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.AI can speed this up with extra software · core task
• Monitor and report incidents of infectious diseases to local and state health agencies.AI can speed this up with extra software · core task
• Investigate diseases or parasites to determine cause and risk factors, progress, life cycle, or mode of transmission.AI can speed this up with extra software · core task · Seen in real AI use
• Communicate research findings on various types of diseases to health practitioners, policy makers, and the public.AI can speed this up with extra software · core task
• Plan, administer and evaluate health safety standards and programs to improve public health, conferring with health department, industry personnel, physicians, and others.AI can speed this up with extra software · core task
• Educate healthcare workers, patients, and the public about infectious and communicable diseases, including disease transmission and prevention.AI can speed this up with extra software · core task
• Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings.AI can speed this up with extra software · core task · Seen in real AI use
• Identify and analyze public health issues related to foodborne parasitic diseases and their impact on public policies, scientific studies, or surveys.AI can speed this up with extra software · core task · Seen in real AI use
• Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.AI can speed this up with extra software · supplemental task
• Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.AI can speed this up with extra software · supplemental task
• Consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.AI can speed this up with extra software · supplemental task · Seen in real AI use
• Supervise professional, technical, and clerical personnel.Little or no AI speed-up · core task
• Prepare and analyze samples to study effects of drugs, gases, pesticides, or microorganisms on cell structure and tissue.Little or no AI speed-up · supplemental task