Radiologic Technicians
Maintain and use equipment and supplies necessary to demonstrate portions of the human body on x-ray film or fluoroscopic screen for diagnostic purposes.
AI Impact Summary
Radiologic Technicians faces moderate AI displacement risk with a score of 26/100. This occupation has higher AI displacement risk than 22% of all analyzed occupations. Of 23 analyzed tasks, 7 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 Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension 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.
Mathematics 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.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving 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 Radiologic Technicians 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
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AI-Augmentation Tools
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Cybersecurity Fundamentals Path
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Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
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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
23 tasks analyzed
Position x-ray equipment and adjust controls to set exposure factors, such as time and distance.
Use beam-restrictive devices and patient-shielding techniques to minimize radiation exposure to patient and staff.
Position patient on examining table and set up and adjust equipment to obtain optimum view of specific body area as requested by physician.
Process exposed radiographs using film processors or computer generated methods.
Explain procedures to patients to reduce anxieties and obtain cooperation.
Determine patients' x-ray needs by reading requests or instructions from physicians.
Prepare and set up x-ray room for patient.
Make exposures necessary for the requested procedures, rejecting and repeating work that does not meet established standards.
Operate digital picture archiving communications systems.
Transport patients to or from exam rooms.
Provide assistance to physicians or other technologists in the performance of more complex procedures.
Operate mobile x-ray equipment in operating room, emergency room, or at patient's bedside.
Prepare contrast material, radiopharmaceuticals, or anesthetic or antispasmodic drugs under the direction of a radiologist.
Perform procedures, such as linear tomography, mammography, sonograms, joint and cyst aspirations, routine contrast studies, routine fluoroscopy, or examinations of the head, trunk, or extremities under supervision of physician.
Coordinate work of other technicians or technologists when procedures require more than one person.
Collect and maintain records of patients examined, examinations performed, patient medical histories, views taken, or technical factors used.
Assure that sterile or non-sterile supplies such as contrast materials, catheters, films, chemicals, or other required equipment, are present and in working order or requisition materials.
Complete quality control activities, monitor equipment operation, and report malfunctioning equipment to supervisor.
Maintain a current file of examination protocols.
Provide students or other technicians with suggestions of additional views, alternate positioning, or improved techniques to ensure the images produced are of the highest quality.
Perform general administrative tasks, such as answering phones, scheduling patient appointments, or pulling and filing films.
Assist with on-the-job training of new employees or students or provide input to supervisors regarding training performance.
Provide assistance in radiopharmaceutical administration, monitoring patients' vital signs and notifying the radiologist of any relevant changes.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Position x-ray equipment and adjust controls to set exposure factors, such as time and distance. | 10Estimated | 13.0% | 8% | |
| Use beam-restrictive devices and patient-shielding techniques to minimize radiation exposure to patient and staff. | 0Estimated | 9.0% | 5% | |
| Position patient on examining table and set up and adjust equipment to obtain optimum view of specific body area as requested by physician. | 0Estimated | 9.0% | 8% | |
| Process exposed radiographs using film processors or computer generated methods. | 92Estimated | 86.0% | 4% | |
| Explain procedures to patients to reduce anxieties and obtain cooperation. | 10Estimated | 19.0% | 6% | |
| Determine patients' x-ray needs by reading requests or instructions from physicians. | 87Estimated | 84.0% | 4% | |
| Prepare and set up x-ray room for patient. | 35Estimated | 47.0% | 5% | |
| Make exposures necessary for the requested procedures, rejecting and repeating work that does not meet established standards. | 60Estimated | 51.0% | 8% | |
| Operate digital picture archiving communications systems. | 97Estimated | 88.0% | 3% | |
| Transport patients to or from exam rooms. | 0Estimated | 9.0% | 4% | |
| Provide assistance to physicians or other technologists in the performance of more complex procedures. | 5Estimated | 11.0% | 4% | |
| Operate mobile x-ray equipment in operating room, emergency room, or at patient's bedside. | 0Estimated | 9.0% | 5% | |
| Prepare contrast material, radiopharmaceuticals, or anesthetic or antispasmodic drugs under the direction of a radiologist. | 35Estimated | 47.0% | 3% | |
| Perform procedures, such as linear tomography, mammography, sonograms, joint and cyst aspirations, routine contrast studies, routine fluoroscopy, or examinations of the head, trunk, or extremities under supervision of physician. | 5Estimated | 11.0% | 6% | |
| Coordinate work of other technicians or technologists when procedures require more than one person. | 15Estimated | 21.0% | 3% | |
| Collect and maintain records of patients examined, examinations performed, patient medical histories, views taken, or technical factors used. | 97Estimated | 88.0% | 4% | |
| Assure that sterile or non-sterile supplies such as contrast materials, catheters, films, chemicals, or other required equipment, are present and in working order or requisition materials. | 67Estimated | 76.0% | 3% | |
| Complete quality control activities, monitor equipment operation, and report malfunctioning equipment to supervisor. | 87Estimated | 84.0% | 3% | |
| Maintain a current file of examination protocols. | 40.77Observed | 65.5% | 2% | |
| Provide students or other technicians with suggestions of additional views, alternate positioning, or improved techniques to ensure the images produced are of the highest quality. | 40Estimated | 31.0% | 3% | |
| Perform general administrative tasks, such as answering phones, scheduling patient appointments, or pulling and filing films. | 92Estimated | 86.0% | 4% | |
| Assist with on-the-job training of new employees or students or provide input to supervisors regarding training performance. | 15Estimated | 21.0% | 3% | |
| Provide assistance in radiopharmaceutical administration, monitoring patients' vital signs and notifying the radiologist of any relevant changes. | 35Estimated | 41.0% | 2% |
Protective Factors
Total protective discount: 32.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$48,790
per year
Mean Wage
$56,370
per year
Employment
174K
workers
Wage Range
$37,290 - $81,290
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Radiologic Technicians professionals should diversify beyond them.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension 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.
- Mathematics
Mathematics 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.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity 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.
- 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.
- Active Learning
Active Learning 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.
Score History
Risk score over 2 scoring runs
overall change