Healthcare Practitioners and Technical · United States (national)
Radiologic Technologists and Technicians
How exposed this work is to automation, shown as ranges with the reasoning and sources.
The short version: this role is moderately exposed to automation, and meaningful change looks likely over the next 5 to 10 years.
It is a sourced range, not a verdict, and the detail is below.
Built on O*NET tasks, BLS pay and projections, and peer-reviewed AI-exposure research. Sources shown.
Data snapshot SNAPSHOT-2026-11-06. How it works
AI / softwarerange 16.1 to 40.1
Physical / roboticsrange 35.2 to 59.2
When the change is likely
Partial, 5 to 10 yearslocal demand stable
What to do about it
Use AI to outpace AI.
Strategies to protect your livelihood, most important first.
1
Use your 5 to 10 year runway
Change here is gradual. Build resilient skills steadily and watch the signals rather than waiting for a shock.
2
Move up from the task to the system
Robotics targets the physical work. Shift toward supervising, maintaining, or programming the automation instead of competing with it.
3
Pivot toward Neurodiagnostic Technologists
It is skill-adjacent and less exposed (37.9 vs 47). A lateral move now beats a forced one later.
4
Build a financial buffer
Keep 6 to 12 months of expenses and diversify your income, so a disruption is a setback rather than a catastrophe.
5
Add a recognised credential
A certification or license raises the bar against automation and signals value in a tightening market.
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Which of my tasks are exposed
Position imaging equipment and adjust controls to set exposure time and distance, according to specification of examination.
50.0
Position patient on examining table and set up and adjust equipment to obtain optimum view of specific body area as requested by physician.
47.2
Monitor patients' conditions and reactions, reporting abnormal signs to physician.
50.0
Explain procedures and observe patients to ensure safety and comfort during scan.
100.0
Use radiation safety measures and protection devices to comply with government regulations and to ensure safety of patients and staff.
100.0
Review and evaluate developed x-rays, video tape, or computer-generated information to determine if images are satisfactory for diagnostic purposes.
47.2
Determine patients' x-ray needs by reading requests or instructions from physicians.
47.2
Prepare contrast material, radiopharmaceuticals, or anesthetic or antispasmodic drugs under the direction of a radiologist.
100.0
Longer, orange bars are more automatable; short green bars are resistant.
What is driving my result
lowers risk
raises risk
Task: Explain procedures and observe patients to ensure safety and comfort during scan.
Task: Use radiation safety measures and protection devices to comply with government regulations and to ensure safety of patients and staff.
Lower-risk adjacent roles
Neurodiagnostic Technologists
37.9
Nuclear Medicine Technologists
39.8
Magnetic Resonance Imaging Technologists
44.7
Diagnostic Medical Sonographers
46.1
Cardiovascular Technologists and Technicians
47.0
A full, ranked mitigation plan is part of the paid tiers.
How this score is calculated
Map Radiologic Technologists and Technicians to its standard O*NET task list (8 core tasks).
Score each task for AI/software exposure (Eloundou et al. 2023) and physical/robotics exposure (an O*NET work-context proxy), each 0 to 100.
The two axis scores are the task averages: AI 28.1, robotics 47.2.
The timeline comes from the higher axis (47.2), shifted for local demand (stable), and seniority. It is read against your remaining working years.
Ranges are about ±12 points. A backtest against real BLS employment change shows the risk ranking holds in aggregate, but individual outcomes are predicted weakly, so results are ranges, never a flat verdict.
Sources: O*NET, Eloundou et al. (2023), GPTs are GPTs, O*NET Work Context, BLS CPI-U, BLS OEWS.
Snapshot SNAPSHOT-2026-11-06. Full method and backtest on How it works.