AI and healthcare work

Will AI Replace Radiologic Technologists?

39%of this job's tasks are ones today's AI can do. AI can do some of it.

Short answer: no. About 39% of a rad tech's work, writing up records and explaining procedures, is AI-doable. Positioning patients and running the imaging equipment safely stays with the tech.

What AI can do, and what stays human.

Every task this job is made of, grouped by the ability it draws on, and tagged for what today's AI can actually do.

Language & communication55% of this job
This ability is mature in today's AI · leading models: GPT-5, Gemini 3.
  • AI can do thisExplain medical procedures or test results to patients or family members
  • AI can do thisInform medical professionals regarding patient conditions and care
  • AI can do thisEnter patient or treatment data into computers
  • AI can do thisPrepare reports summarizing patient diagnostic or care activities
  • AI can do thisRecord patient medical histories
  • AI assistsCheck quality of diagnostic images
  • AI assistsTrain medical providers
  • AI assistsMaintain medical facility records
  • AI assistsPrepare medical supplies or equipment for use
  • AI assistsAssist healthcare practitioners during examinations or treatments
  • AI assistsCollect medical information from patients, family members, or other medical professionals
  • AI assistsPerform clerical work in medical settings
  • AI assistsPrepare medications or medical solutions
  • AI assistsProcess x-rays or other medical images
  • AI assistsSupervise patient care personnel
  • AI assistsVerify that medical activities or operations meet standards
  • Stays humanPosition patients for treatment or examination
Embodied / robotics21% of this job
This ability is still emerging in today's AI · leading models: Gemini 3, Qwen3.
  • Stays humanOperate diagnostic imaging equipment
  • Stays humanAdjust settings or positions of medical equipment
  • Stays humanMove patients to or from treatment areas
Reasoning13% of this job
This ability is mature in today's AI · leading models: Gemini 3, GPT-5.
  • AI assistsAnalyze patient data to determine patient needs or treatment goals
  • AI assistsCollaborate with healthcare professionals to plan or provide treatment
  • AI assistsCreate advanced digital images of patients using computer imaging systems
  • AI assistsManage healthcare operations
  • AI assistsSchedule patient procedures or appointments
Perception & vision8% of this job
This ability is still emerging in today's AI · leading models: Gemini 3, Qwen3.
  • Stays humanMonitor patient conditions during treatments, procedures, or activities
  • Stays humanExamine medical instruments or equipment to ensure proper operation
Social / relational3% of this job
This ability is still emerging in today's AI.
  • Stays humanAssist patients with hygiene or daily living activities

This is a capability estimate, not a prediction that anyone loses a job. It measures how much of the work overlaps with what AI can do, not what practices have adopted or what happens to the role. Roles built around talking and analyzing can read higher than feels right, because the model counts "explain" and "analyze" as things AI can do.

See how this job compares to 900+ others, or read exactly how the numbers were built.

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