Radiation Therapists
Provide radiation therapy to patients as prescribed by a radiologist according to established practices and standards. Duties may include reviewing prescription and diagnosis; acting as liaison with physician and supportive care personnel; preparing equipment, such as immobilization, treatment, and protection devices; and maintaining records, reports, and files. May assist in dosimetry procedures and tumor localization.
AI Impact Summary
Radiation Therapists faces moderate AI displacement risk with a score of 27/100. This occupation has higher AI displacement risk than 21% of all analyzed occupations. Of 22 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Radiation Therapists skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
Estimated Impact
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
22 tasks analyzed
Administer prescribed doses of radiation to specific body parts, using radiation therapy equipment according to established practices and standards.
Position patients for treatment with accuracy, according to prescription.
Follow principles of radiation protection for patient, self, and others.
Review prescription, diagnosis, patient chart, and identification.
Conduct most treatment sessions independently, in accordance with the long-term treatment plan and under the general direction of the patient's physician.
Enter data into computer and set controls to operate or adjust equipment or regulate dosage.
Check radiation therapy equipment to ensure proper operation.
Observe and reassure patients during treatment and report unusual reactions to physician or turn equipment off if unexpected adverse reactions occur.
Educate, prepare, and reassure patients and their families by answering questions, providing physical assistance, and reinforcing physicians' advice regarding treatment reactions or post-treatment care.
Maintain records, reports, or files as required, including such information as radiation dosages, equipment settings, or patients' reactions.
Check for side effects, such as skin irritation, nausea, or hair loss to assess patients' reaction to treatment.
Prepare or construct equipment, such as immobilization, treatment, or protection devices.
Help physicians, radiation oncologists, or clinical physicists to prepare physical or technical aspects of radiation treatment plans, using information about patient condition and anatomy.
Calculate actual treatment dosages delivered during each session.
Act as liaison with physicist and supportive care personnel.
Photograph treated area of patient and process film.
Implement appropriate follow-up care plans.
Schedule patients for treatment times.
Provide assistance to other healthcare personnel during dosimetry procedures and tumor localization.
Train or supervise student or subordinate radiotherapy technologists.
Store, sterilize, or prepare the special applicators containing the radioactive substance implanted by the physician.
Assist in the preparation of sealed radioactive materials, such as cobalt, radium, cesium, or isotopes, for use in radiation treatments.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Administer prescribed doses of radiation to specific body parts, using radiation therapy equipment according to established practices and standards. | 0Estimated | 9.0% | 12% | |
| Position patients for treatment with accuracy, according to prescription. | 0Estimated | 9.0% | 10% | |
| Follow principles of radiation protection for patient, self, and others. | 60Estimated | 73.2% | 5% | |
| Review prescription, diagnosis, patient chart, and identification. | 80Estimated | 81.2% | 5% | |
| Conduct most treatment sessions independently, in accordance with the long-term treatment plan and under the general direction of the patient's physician. | 30Estimated | 39.0% | 8% | |
| Enter data into computer and set controls to operate or adjust equipment or regulate dosage. | 80Estimated | 81.2% | 5% | |
| Check radiation therapy equipment to ensure proper operation. | 45Estimated | 51.0% | 4% | |
| Observe and reassure patients during treatment and report unusual reactions to physician or turn equipment off if unexpected adverse reactions occur. | 5Estimated | 17.0% | 8% | |
| Educate, prepare, and reassure patients and their families by answering questions, providing physical assistance, and reinforcing physicians' advice regarding treatment reactions or post-treatment care. | 62.98Observed | 40.2% | 6% | |
| Maintain records, reports, or files as required, including such information as radiation dosages, equipment settings, or patients' reactions. | 90Estimated | 85.2% | 5% | |
| Check for side effects, such as skin irritation, nausea, or hair loss to assess patients' reaction to treatment. | 50Estimated | 47.0% | 5% | |
| Prepare or construct equipment, such as immobilization, treatment, or protection devices. | 0Estimated | 9.0% | 4% | |
| Help physicians, radiation oncologists, or clinical physicists to prepare physical or technical aspects of radiation treatment plans, using information about patient condition and anatomy. | 56.95Observed | 49.8% | 4% | |
| Calculate actual treatment dosages delivered during each session. | 85Estimated | 83.2% | 3% | |
| Act as liaison with physicist and supportive care personnel. | 20Estimated | 23.0% | 2% | |
| Photograph treated area of patient and process film. | 35Estimated | 47.0% | 2% | |
| Implement appropriate follow-up care plans. | 55Estimated | 49.0% | 2% | |
| Schedule patients for treatment times. | 32.35Observed | 62.1% | 2% | |
| Provide assistance to other healthcare personnel during dosimetry procedures and tumor localization. | 15Estimated | 21.0% | 2% | |
| Train or supervise student or subordinate radiotherapy technologists. | 15Estimated | 21.0% | 2% | |
| Store, sterilize, or prepare the special applicators containing the radioactive substance implanted by the physician. | 25Estimated | 43.0% | 2% | |
| Assist in the preparation of sealed radioactive materials, such as cobalt, radium, cesium, or isotopes, for use in radiation treatments. | 25Estimated | 43.0% | 2% |
Protective Factors
Total protective discount: 33.8%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$101,990
per year
Mean Wage
$110,820
per year
Employment
19K
workers
Wage Range
$77,860 - $141,550
10th - 90th pct
Wage Distribution
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Higher risk than 31% of other occupations
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Radiation Therapists professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 1 scoring run