HealthcareO*NET: 29-2036.00
Will AI Replace Medical Dosimetrists?
Generate radiation treatment plans, develop radiation dose calculations, communicate and supervise the treatment plan implementation, and consult with members of radiation oncology team.
65out of 100
High Risk
AI Risk Score
65/100
Risk Level
High
Job Zone
4/5
Advanced
Total Tasks Analyzed
16
🤖 What AI Can Do
- ▸Identify and outline bodily structures, using imaging procedures, such as x-ray, magnetic resonance imaging, computed tomography, or positron emission tomography.
- ▸Calculate the delivery of radiation treatment, such as the amount or extent of radiation per session, based on the prescribed course of radiation therapy.
- ▸Calculate, or verify calculations of, prescribed radiation doses.
- ▸Develop radiation treatment plans in consultation with members of the radiation oncology team.
- ▸Record patient information, such as radiation doses administered, in patient records.
- ▸Perform quality assurance system checks, such as calibrations, on treatment planning computers.
👤 What Requires Humans
- ▸Teach medical dosimetry, including its application, to students, radiation therapists, or residents.
Task Breakdown
🤖AI Can Automate (7)
- Identify and outline bodily structures, using imaging procedures, such as x-ray, magnetic resonance imaging, computed tomography, or positron emission tomography.
- Calculate the delivery of radiation treatment, such as the amount or extent of radiation per session, based on the prescribed course of radiation therapy.
- Calculate, or verify calculations of, prescribed radiation doses.
- Develop radiation treatment plans in consultation with members of the radiation oncology team.
- Record patient information, such as radiation doses administered, in patient records.
- Perform quality assurance system checks, such as calibrations, on treatment planning computers.
- Conduct radiation oncology-related research, such as improving computer treatment planning systems or developing new treatment devices.
👤Requires Humans (1)
- Teach medical dosimetry, including its application, to students, radiation therapists, or residents.
⚡AI-Assisted (8)
- Design the arrangement of radiation fields to reduce exposure to critical patient structures, such as organs, using computers, manuals, and guides.
- Plan the use of beam modifying devices, such as compensators, shields, and wedge filters, to ensure safe and effective delivery of radiation treatment.
- 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.
- 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.
- Fabricate patient immobilization devices, such as molds or casts, for radiation delivery.
- 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.
Key Skills Analysis
Critical ThinkingAI-Resistant
Importance: 4.12/5.00
Reading ComprehensionAI-Vulnerable
Importance: 4.00/5.00
Active Listening
Importance: 4.00/5.00
Speaking
Importance: 3.88/5.00
WritingAI-Vulnerable
Importance: 3.75/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.62/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.62/5.00
MathematicsAI-Vulnerable
Importance: 3.50/5.00
Monitoring
Importance: 3.50/5.00
Time ManagementAI-Resistant
Importance: 3.50/5.00
Science
Importance: 3.38/5.00
Active LearningAI-Resistant
Importance: 3.38/5.00
Social PerceptivenessAI-Resistant
Importance: 3.38/5.00
Service OrientationAI-Resistant
Importance: 3.25/5.00
Learning Strategies
Importance: 3.12/5.00
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Frequently Asked Questions
Based on our analysis, Medical Dosimetrists have a high risk of AI replacement with a score of 65/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research