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Automation Risk Analysis

Will “Public Health Physician” be Automated?

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AI Exposure Risk

55%

“Public Health Physician” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Public Health Physician” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Preventive Medicine Physicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply knowledge of general preventive medicine and public health issues to promote health care to groups or individuals, and aid in the prevention or reduction of risk of disease, injury, disability, or death. May practice population-based medicine or diagnose and treat patients in the context of clinical health promotion and disease prevention.

Job Title & Hierarchy Code (SOC) Preventive Medicine Physicians #29-1229.05
ℹ️

Data is based on the reference occupation: “Preventive Medicine Physicians”

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Core Skills & Abilities

  • Teach or train medical staff regarding preventive medicine issues.

  • Direct public health education programs dealing with topics such as preventable diseases, injuries, nutrition, food service sanitation, water supply safety, sewage and waste disposal, insect control, and immunizations.

  • Design, implement, or evaluate health service delivery systems to improve the health of targeted populations.

  • Document or review comprehensive patients' histories with an emphasis on occupation or environmental risks.

  • Prepare preventive health reports, including problem descriptions, analyses, alternative solutions, and recommendations.

  • Coordinate or integrate the resources of health care institutions, social service agencies, public safety workers, or other organizations to improve community health.

  • Supervise or coordinate the work of physicians, nurses, statisticians, or other professional staff members.

  • Evaluate the effectiveness of prescribed risk reduction measures or other interventions.

  • Design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks.

  • Perform epidemiological investigations of acute and chronic diseases.

  • Identify groups at risk for specific preventable diseases or injuries.

  • Direct or manage prevention programs in specialty areas such as aerospace, occupational, infectious disease, and environmental medicine.

  • Develop or implement interventions to address behavioral causes of diseases.

  • Deliver presentations to lay or professional audiences.

  • Provide information about potential health hazards and possible interventions to the media, the public, other health care professionals, or local, state, and federal health authorities.

Technologies & Software

  • Gemini for Workspace
  • Microsoft Word
  • Mistral (Mistral AI)
  • Tidepool Scientific Software ToxCalc
  • Patient electronic medical record EMR software
  • STATISTICA
  • Email software
  • Statistical Solutions BMDP
  • The MathWorks MATLAB
  • SAS JMP
  • Wolfram Research Mathematica
  • Tidepool Scientific Software Comprehensive Environmental Toxicity Information System CETIS
  • Claude (Anthropic)
  • Web browser software
  • SAS
  • NetEpi
  • Gemini (Google)
  • Nova (Amazon)
  • Medical surveillance software
  • Microsoft Excel
  • Qwen (Alibaba)
  • Kimi (Moonshot AI)
  • NCSS Power Analysis and Sample Size PASS
  • Perplexity AI
  • Microsoft PowerPoint
  • Nuance DAX (Microsoft)
  • OpenEpi
  • DeepSeek
  • Glass AI
  • Epidemiological software
  • Llama (Meta)
  • R
  • Centers for Disease Control and Prevention Epi Info
  • StataCorp Stata
  • Microsoft Office software
  • NCSS
  • Amboss AI
  • Abridge
  • ChatGPT (OpenAI)
  • Biostatistical software
  • Insightful S-PLUS
  • Microsoft Access
  • Epic AI
  • Nabla Copilot
  • Scheduling software
  • Grok (xAI)
  • Database software
  • Medical protective masks
  • Hearing test equipment
  • Otoscopes
  • Automated blood pressure cuffs
  • Specimen collection containers
  • Evacuated blood collection tubes
  • Manual blood pressure cuffs
  • Hyperbaric oxygen chambers
  • Safety glasses
  • Mechanical stethoscopes
  • Desktop computers
  • Percussion hammers
  • Breathing protection equipment
  • Automated external defibrillators AED
  • Digital medical thermometers
  • Hypodermic syringes
  • Medical oxygen masks
  • Oxygen hoods
  • Dosimetry badges
  • Personal computers
  • Laptop computers
  • Suturing kits
  • Medical examination protective gloves
  • Emergency shower stations
  • Emergency eye wash stations
  • Vision test equipment