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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

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

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

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

  • 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.

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

  • Perform epidemiological investigations of acute and chronic diseases.

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

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

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

  • 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.

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

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

  • Deliver presentations to lay or professional audiences.

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

  • Teach or train medical staff regarding preventive medicine issues.

Technologies & Software

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