Radiologic Technologists
Take x rays and CAT scans or administer nonradioactive materials into patient's blood stream for diagnostic purposes. Includes technologists who specialize in other scanning modalities.
How AI Impacts Each Task
23 tasks analyzed
Review and evaluate developed x-rays, video tape, or computer-generated information to determine if images are satisfactory for diagnostic purposes.
Operate or oversee operation of radiologic or magnetic imaging equipment to produce images of the body for diagnostic purposes.
Use radiation safety measures and protection devices to comply with government regulations and to ensure safety of patients and staff.
Position imaging equipment and adjust controls to set exposure time and distance, according to specification of examination.
Explain procedures and observe patients to ensure safety and comfort during scan.
Position and immobilize patient on examining table.
Take thorough and accurate patient medical histories.
Key commands and data into computer to document and specify scan sequences, adjust transmitters and receivers, or photograph certain images.
Set up examination rooms, ensuring that all necessary equipment is ready.
Monitor patients' conditions and reactions, reporting abnormal signs to physician.
Prepare and administer oral or injected contrast media to patients.
Record, process, and maintain patient data or treatment records and prepare reports.
Monitor video display of area being scanned and adjust density or contrast to improve picture quality.
Coordinate work with clerical personnel or other technologists.
Remove and process film.
Provide assistance in dressing or changing seriously ill, injured, or disabled patients.
Operate fluoroscope to aid physician to view and guide wire or catheter through blood vessels to area of interest.
Collaborate with other medical team members, such as physicians or nurses, to conduct angiography or special vascular procedures.
Measure thickness of section to be radiographed, using instruments similar to measuring tapes.
Assign duties to radiologic staff to maintain patient flows and achieve production goals.
Perform scheduled maintenance or minor emergency repairs on radiographic equipment.
Demonstrate new equipment, procedures, or techniques to staff and provide technical assistance.
Perform administrative duties, such as developing departmental operating budget, coordinating purchases of supplies or equipment, or preparing work schedules.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Review and evaluate developed x-rays, video tape, or computer-generated information to determine if images are satisfactory for diagnostic purposes. | 80Estimated | 59.0% | 7% | |
| Operate or oversee operation of radiologic or magnetic imaging equipment to produce images of the body for diagnostic purposes. | 35Estimated | 47.0% | 9% | |
| Use radiation safety measures and protection devices to comply with government regulations and to ensure safety of patients and staff. | 20Estimated | 41.0% | 5% | |
| Position imaging equipment and adjust controls to set exposure time and distance, according to specification of examination. | 45Estimated | 51.0% | 7% | |
| Explain procedures and observe patients to ensure safety and comfort during scan. | 15Estimated | 21.0% | 7% | |
| Position and immobilize patient on examining table. | 5Estimated | 11.0% | 8% | |
| Take thorough and accurate patient medical histories. | 90Estimated | 85.2% | 5% | |
| Key commands and data into computer to document and specify scan sequences, adjust transmitters and receivers, or photograph certain images. | 92Estimated | 86.0% | 5% | |
| Set up examination rooms, ensuring that all necessary equipment is ready. | 20Estimated | 41.0% | 4% | |
| Monitor patients' conditions and reactions, reporting abnormal signs to physician. | 50Estimated | 47.0% | 5% | |
| Prepare and administer oral or injected contrast media to patients. | 5Estimated | 11.0% | 4% | |
| Record, process, and maintain patient data or treatment records and prepare reports. | 40.28Observed | 65.3% | 5% | |
| Monitor video display of area being scanned and adjust density or contrast to improve picture quality. | 85Estimated | 61.0% | 5% | |
| Coordinate work with clerical personnel or other technologists. | 40Estimated | 31.0% | 3% | |
| Remove and process film. | 30Estimated | 45.0% | 2% | |
| Provide assistance in dressing or changing seriously ill, injured, or disabled patients. | 5Estimated | 11.0% | 3% | |
| Operate fluoroscope to aid physician to view and guide wire or catheter through blood vessels to area of interest. | 10Estimated | 13.0% | 3% | |
| Collaborate with other medical team members, such as physicians or nurses, to conduct angiography or special vascular procedures. | 20Estimated | 23.0% | 3% | |
| Measure thickness of section to be radiographed, using instruments similar to measuring tapes. | 75Estimated | 63.0% | 2% | |
| Assign duties to radiologic staff to maintain patient flows and achieve production goals. | 50Estimated | 35.0% | 2% | |
| Perform scheduled maintenance or minor emergency repairs on radiographic equipment. | 10Estimated | 13.0% | 2% | |
| Demonstrate new equipment, procedures, or techniques to staff and provide technical assistance. | 30Estimated | 27.0% | 2% | |
| Perform administrative duties, such as developing departmental operating budget, coordinating purchases of supplies or equipment, or preparing work schedules. | 90Estimated | 85.2% | 2% |
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 Mathematics 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.
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.
Manual Dexterity 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.
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Score History
Risk score over 2 scoring runs
overall change
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
Related News
Recent articles about AI affecting this occupation

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Backed by Goldman Sachs, Aidoc has secured massive funding to expand its AI diagnostic technology. This investment signals a rapid shift in healthcare, where radiologists and technicians will increasingly rely on algorithmic imaging tools.

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The state government of Madhya Pradesh is deploying AI-enabled diagnostic tools from Canadian firm mlHeal across ten regional medical centers. This pilot program marks a significant shift toward automating routine radiological analysis in public healthcare.

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A recent experiment pitted medical professionals against a journalist to identify AI-generated medical imagery. The results highlight the growing challenge healthcare workers face in verifying the authenticity of clinical data.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis