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JOB REPORT / 29-2034 · 30 TASKS

Radiologic Technologists and Technicians.

Can AI do the work of Radiologic Technologists and Technicians?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Process exposed radiographs using film processors or computer generated…
  • Operate digital picture archiving communications systems
  • Record, process, and maintain patient data or treatment records…

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A guided certificate program in AI-assisted Radiologic Technologists and Technicians work. It covers the 21 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

21 of 30 tasks reviewed

This job has 30 core tasks. We went through 21 of them, one at a time.

Task by task, from the work Radiologic Technologists and Technicians actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Process exposed radiographs using film processors or computer generated methods.

    AI DOES

    Automatically processes and enhances digital radiograph images

    YOU DO

    Verify image quality and catch errors before images reach the radiologist

  2. TASK 02

    Operate digital picture archiving communications systems.

    AI DOES

    Auto-routes, tags, and retrieves medical images in the archive system

    YOU DO

    Verify image quality, correct mislabeled studies, and manage urgent workflow decisions

  3. TASK 03

    Record, process, and maintain patient data or treatment records and prepare reports.

    AI DOES

    Drafts reports, auto-fills data fields, and flags missing information

    YOU DO

    Verify every entry and take legal responsibility for accuracy

  4. TASK 04

    Maintain a current file of examination protocols.

    AI DOES

    Drafts, formats, and tracks changes to protocol files

    YOU DO

    Verify every protocol against current clinical standards and facility rules

  5. TASK 05

    Perform general administrative tasks, such as answering phones, scheduling patient appointments, or pulling and filing films.

    AI DOES

    Auto-schedules appointments, routes calls, and organizes digital records

    YOU DO

    Handle sensitive patient concerns and make judgment calls on urgent situations

  6. TASK 06

    Review and evaluate developed x-rays, video tape, or computer-generated information to determine if images are satisfactory for diagnostic purposes.

    AI DOES

    Flags blurry, over/underexposed, or poorly positioned images automatically

    YOU DO

    Use your clinical eye to decide if the image truly serves the doctor's diagnostic need

  7. TASK 07

    Perform supervisory duties, such as developing departmental operating budget, coordinating purchases of supplies or equipment, or preparing work schedules.

    AI DOES

    Drafts budget templates, suggests supply orders, and auto-generates schedule options from staff availability data

    YOU DO

    Apply hands-on knowledge of your team, equipment quirks, and department priorities to finalize every decision

  8. TASK 08

    Key commands and data into computer to document and specify scan sequences, adjust transmitters and receivers, or photograph certain images.

    AI DOES

    Suggests scan sequences, flags data entry errors, and pre-fills patient info from records

    YOU DO

    Verify every setting matches the patient's clinical need and confirm safety before scanning

  9. TASK 09

    Provide students or other technicians and technologists with suggestions of additional views, alternate positioning, or improved techniques to ensure the images produced are of the highest quality.

    AI DOES

    Pulls up best-practice positioning guides and flags common technique errors in images

    YOU DO

    Watch the student, read the patient, and coach with hands-on feedback in real time

  10. TASK 10

    Determine patients' x-ray needs by reading requests or instructions from physicians.

    AI DOES

    Reads physician orders and suggests standard protocol matches

    YOU DO

    Verify patient history, contraindications, and safety before positioning

  11. TASK 11

    Assign duties to radiologic staff to maintain patient flows and achieve production goals.

    AI DOES

    Suggests staff schedules, flags workload gaps, and tracks patient flow data

    YOU DO

    Read staff morale, handle conflicts, and adapt quickly to unexpected clinical situations

  12. TASK 12

    Take thorough and accurate patient medical histories.

    AI DOES

    Suggests structured question sets and flags missing information in intake forms

    YOU DO

    Read patient cues, build rapport, and follow up on unexpected answers in real time

  13. TASK 13

    Complete quality control activities, monitor equipment operation, and report malfunctioning equipment to supervisor.

    AI DOES

    Tracks equipment performance data and flags unusual readings or patterns

    YOU DO

    Physically inspect equipment, run hands-on tests, and decide when to pull a machine from service

  14. TASK 14

    Operate or oversee operation of radiologic or magnetic imaging equipment to produce images of the body for diagnostic purposes.

    AI DOES

    Checks image quality, suggests scan settings, and flags potential positioning issues

    YOU DO

    Position the patient safely and operate hands-on equipment in the room

  15. TASK 15

    Assist with on-the-job training of new employees or students or provide input to supervisors regarding training performance.

    AI DOES

    Generates training checklists, quizzes, and progress summaries

    YOU DO

    Watch learners perform hands-on skills and give real-time coaching

  16. TASK 16

    Coordinate work with clerical personnel or other technologists and technicians.

    AI DOES

    Drafts schedules, sends reminders, and flags conflicts in coordination tools

    YOU DO

    Read the room, handle last-minute changes, and build team trust face-to-face

  17. TASK 17

    Monitor patients' conditions and reactions, reporting abnormal signs to physician.

    AI DOES

    Flags abnormal values in digital vitals data and alerts staff

    YOU DO

    Stay physically present to observe and respond to the patient in real time

  18. TASK 18

    Position imaging equipment and adjust controls to set exposure time and distance, according to specification of examination.

    AI DOES

    Suggests exposure settings and imaging protocols based on patient data

    YOU DO

    Physically position the equipment and patient safely every time

  19. TASK 19

    Make exposures necessary for the requested procedures, rejecting and repeating work that does not meet established standards.

    AI DOES

    Flags low-quality images and suggests retake criteria using image analysis

    YOU DO

    Position the patient, adjust technique factors, and decide on the spot if a retake is needed

  20. TASK 20

    Provide assistance to physicians or other technologists in the performance of more complex procedures.

    AI DOES

    Suggests protocol steps and flags image quality issues in real time

    YOU DO

    Stay present, adjust equipment, and respond to patient needs on the spot

  21. TASK 21SOURCE-BACKED TASK

    Explain procedures and observe patients to ensure safety and comfort during scan.

    AI DOES

    Generates patient instructions and safety checklists

    YOU DO

    Read patient anxiety and adjust your care

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.

Can AI do the work of Radiologic Technologists and Technicians? — rtwoai