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Automation Risk Analysis

Will “Physician” be Automated?

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AI Exposure Risk

55%

“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%

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

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Core Skills & Abilities

  • 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.

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

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

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

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

  • 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.

  • Teach or train medical staff regarding preventive medicine issues.

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

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

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

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

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

  • 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.

  • Deliver presentations to lay or professional audiences.

Technologies & Software

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