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Automation Risk Analysis

Will “Radiation Dosimetrist” be Automated?

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AI Exposure Risk

60%

“Radiation Dosimetrist” 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%

“Radiation Dosimetrist” 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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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