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Automation Risk Analysis

Will “Medical Physicist” be Automated?

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AI Exposure Risk

60%

“Medical Physicist” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

43%

“Medical Physicist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 43% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Medical Dosimetrists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Generate radiation treatment plans, develop radiation dose calculations, communicate and supervise the treatment plan implementation, and consult with members of radiation oncology team.

Avg. Annual Salary $141,420
Avg. Hourly Wage $67.99
Available Jobs (US) 3,970
Job Title & Hierarchy Code (SOC) Medical Dosimetrists #29-2036
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Medical Dosimetrists”

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Core Skills & Abilities

  • Develop requirements for the use of patient immobilization devices and positioning aides, such as molds or casts, as part of treatment plans to ensure accurate delivery of radiation and comfort of patient.

  • Educate patients regarding treatment plans, physiological reactions to treatment, or post-treatment care.

  • Conduct radiation oncology-related research, such as improving computer treatment planning systems or developing new treatment devices.

  • Fabricate patient immobilization devices, such as molds or casts, for radiation delivery.

  • Supervise or perform simulations for tumor localizations, using imaging methods such as magnetic resonance imaging, computed tomography, or positron emission tomography scans.

  • Measure the amount of radioactivity in patients or equipment, using radiation monitoring devices.

  • Calculate the delivery of radiation treatment, such as the amount or extent of radiation per session, based on the prescribed course of radiation therapy.

  • Design the arrangement of radiation fields to reduce exposure to critical patient structures, such as organs, using computers, manuals, and guides.

  • Create and transfer reference images and localization markers for treatment delivery, using image-guided radiation therapy.

  • Advise oncology team members on use of beam modifying or immobilization devices in radiation treatment plans.

  • Fabricate beam modifying devices, such as compensators, shields, and wedge filters.

  • Perform quality assurance system checks, such as calibrations, on treatment planning computers.

  • Record patient information, such as radiation doses administered, in patient records.

  • Develop radiation treatment plans in consultation with members of the radiation oncology team.

  • Calculate, or verify calculations of, prescribed radiation doses.

  • Plan the use of beam modifying devices, such as compensators, shields, and wedge filters, to ensure safe and effective delivery of radiation treatment.

  • Identify and outline bodily structures, using imaging procedures, such as x-ray, magnetic resonance imaging, computed tomography, or positron emission tomography.

  • Develop treatment plans, and calculate doses for brachytherapy procedures.

  • Teach medical dosimetry, including its application, to students, radiation therapists, or residents.

Technologies & Software

  • Qwen (Alibaba)
  • Perplexity AI
  • Epic AI
  • Eclipse IDE
  • Gemini for Workspace
  • Nova (Amazon)
  • Amboss AI
  • Llama (Meta)
  • MEDITECH software
  • Grok (xAI)
  • Gemini (Google)
  • Abridge
  • DeepSeek
  • Epic Systems
  • Glass AI
  • Kimi (Moonshot AI)
  • Nuance DAX (Microsoft)
  • Mistral (Mistral AI)
  • Nabla Copilot
  • ChatGPT (OpenAI)
  • Claude (Anthropic)
  • Medical condition coding software