← Risk register SOC 29-2034 · reviewed 2026-08-11

Radiologic Technologists and Technicians

230,490 US workers · median $80,110/yr · Healthcare

SAFE

The core of this job is physical: positioning an anxious, immobile, or injured patient on a table, shielding them, adjusting tube angle and technique factors, and getting a diagnostically usable image on the first try — none of which language models touch and none of which current robotics can do in a busy ED. AI is genuinely eating the adjacent layers: protocol selection, dose optimization suggestions, image quality flagging, and the radiologist's read are all being automated, which compresses the tech's decision space rather than the tech's body. Certification (ARRT) and state licensure are required in most states, and radiation-safety accountability sits with a named human.

10-year outlook: Demand grows with an aging population and imaging volume; the job survives largely intact but tilts toward advanced modalities and procedural work while plain-film-only roles get squeezed by throughput automation.

Score — 67/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 15 + 18 + 13 + 11 + 10 = 67.

Task resistance 15/20

Tasks largely resist digitisation. Positioning a hip-fracture patient for a cross-table lateral, or coaxing a trauma patient into a swimmer's view when they cannot lift an arm, is improvised manual work per body habitus and injury — the digitisable parts (AEC, DR post-processing, protocol presets, dose tracking) have already been automated, which is why this is 15 and not 18.

Embodiment 18/20

Hands-on in uncontrolled environments. You are in the room, moving portable units through ED bays and ICUs, transferring patients, palpating landmarks, and wearing lead while doing it — an uncontrolled environment with an immobile, bleeding, or combative subject, which is about as embodied as diagnostic imaging gets short of surgery.

Liability shield 13/20

Licensed human required and personally liable. ARRT certification plus state licensure in most states means your credential number attaches to the exam and to the dose delivered, and a state radiation-control board can sanction you personally for a repeat-heavy or unshielded exam — but the diagnostic call and the order sit with a physician, so you carry procedural accountability rather than the interpretive liability that would push this past 15.

Trust premium 11/20

Some relationship component. The patient interaction is real and matters — explaining a barium swallow, calming someone claustrophobic in a CT bore, verifying pregnancy status — but it is a single-encounter relationship with a stranger who will not ask for you by name next time, which caps it near the middle.

Judgment & accountability 10/20

Meaningful discretion. You decide when to repeat, when a patient cannot hold still enough to justify the dose, and when the ordered view will not answer the clinical question and radiology needs a call — genuine discretion, but bounded by written protocols, the radiologist's order, and ACR technique standards, which is why this sits at 10 and not in the teens.

Scored twice. An independent second run returned 67/100 — SAFE, agreeing with the verdict above.

This score sits on a verdict boundary. At 67/100 it is one point from EXPOSED. Re-scoring moves results by a point or two, so here the score is more informative than the label.

Confidence: high · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: embodiment, licensure, physical-presence

How to future-proof this job

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.