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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

  • 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.

  • Teach or train medical staff regarding preventive medicine issues.

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

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

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

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

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

  • 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.

  • Perform epidemiological investigations of acute and chronic diseases.

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

  • Deliver presentations to lay or professional audiences.

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

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

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

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

Technologies & Software

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