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Automation Risk Analysis

Will “Isotope Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #180 of 702. Estimated risk: 13.0%

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AI Exposure Risk

51%

“Isotope Technician” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

52%

“Isotope Technician” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 52% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nuclear Medicine Technologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Prepare, administer, and measure radioactive isotopes in therapeutic, diagnostic, and tracer studies using a variety of radioisotope equipment. Prepare stock solutions of radioactive materials and calculate doses to be administered by radiologists. Subject patients to radiation. Execute blood volume, red cell survival, and fat absorption studies following standard laboratory techniques.

Avg. Annual Salary $99,690
Avg. Hourly Wage $47.93
Available Jobs (US) 16,960
Job Title & Hierarchy Code (SOC) Nuclear Medicine Technologists #29-2033
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Nuclear Medicine Technologists”

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Core Skills & Abilities

  • Process cardiac function studies, using computer.

  • Maintain and calibrate radioisotope and laboratory equipment.

  • Calculate, measure, and record radiation dosage or radiopharmaceuticals received, used, and disposed, using computer and following physician's prescription.

  • Administer radiopharmaceuticals or radiation intravenously to detect or treat diseases, using radioisotope equipment, under direction of a physician.

  • Perform quality control checks on laboratory equipment or cameras.

  • Position radiation fields, radiation beams, and patient to allow for most effective treatment of patient's disease, using computer.

  • Explain test procedures and safety precautions to patients and provide them with assistance during test procedures.

  • Gather information on patients' illnesses and medical history to guide the choice of diagnostic procedures for therapy.

  • Measure glandular activity, blood volume, red cell survival, or radioactivity of patient, using scanners, Geiger counters, scintillometers, or other laboratory equipment.

  • Train or supervise student or subordinate nuclear medicine technologists.

  • Add radioactive substances to biological specimens, such as blood, urine, or feces, to determine therapeutic drug or hormone levels.

  • Develop treatment procedures for nuclear medicine treatment programs.

  • Dispose of radioactive materials and store radiopharmaceuticals, following radiation safety procedures.

  • Produce a computer-generated or film image for interpretation by a physician.

  • Prepare stock radiopharmaceuticals, adhering to safety standards that minimize radiation exposure to workers and patients.

  • Detect and map radiopharmaceuticals in patients' bodies, using a camera to produce photographic or computer images.

  • Record and process results of procedures.

Technologies & Software

  • Llama (Meta)
  • Qwen (Alibaba)
  • Mistral (Mistral AI)
  • Gamma camera software
  • Kimi (Moonshot AI)
  • Gemini (Google)
  • Radiopharmacy inventory databases
  • Glass AI
  • Nabla Copilot
  • Microsoft Excel
  • Microsoft PowerPoint
  • Electronic medical record EMR software
  • Perplexity AI
  • MEDITECH software
  • Microsoft Word
  • Gemini for Workspace
  • Nuance DAX (Microsoft)
  • Medovation RadRunner
  • Claude (Anthropic)
  • Nova (Amazon)
  • Epic AI
  • Grok (xAI)
  • Amboss AI
  • Microsoft Outlook
  • Microsoft Office software
  • Abridge
  • ChatGPT (OpenAI)
  • DeepSeek
  • Oxygen delivery regulators
  • Pulse oximeters
  • Geiger-Mueller meters
  • Radiation survey meters
  • Radiation monitoring film badges
  • Intramuscular hypodermic needles
  • Large-field gamma cameras
  • Wipe test counters
  • Radiation uptake detectors
  • Automated multisample liquid scintillation counters
  • Computed tomography CT scanners
  • Dose calibrators
  • Medical image laser printers
  • Rotating gamma cameras
  • Medical positron emission tomography PET scanners
  • Thermoluminescent dosimeters
  • Syringe shields
  • Medical picture archiving computer systems PACS
  • Peripheral intravenous catheters
  • Electrocardiography EKG units
  • Personal computers
  • Well counters
  • Desktop computers
  • Metal laboratory tongs
  • Specimen collection containers
  • Radiation protection eyewear
  • Beta vial shields
  • Infusion pumps
  • Evacuated blood collection tubes
  • Radiation shielding gloves
  • Single positron emission computed tomography SPECT calibration phantoms
  • Dual headed gamma cameras
  • Ion chamber survey meters
  • Automated blood pressure cuffs
  • Gamma scintillation counters
  • Triple-head gamma cameras
  • Mobile gamma cameras
  • Dual channel spectrometer systems
  • Medical single photo emission computed tomography SPECT equipment
  • Finger film badges
  • Safety goggles
  • Radiation shielding lead aprons
  • Spectrometers
  • Linear accelerator collimator equipment
  • Blood drawing syringes
  • Medical gamma cameras
  • Laptop computers
  • Radiation shielding lead vests
  • Microhematocrit centrifuges
  • Intravenous IV sets
  • Scintillation crystal detectors
  • Subcutaneous hypodermic needles
  • Radiation measurement phantoms
  • Ultrasound bone density scanners
  • Automatic film developing equipment
  • Surgical masks
  • Digital ratemeters
  • Positron emission tomography PET calibration phantoms
  • Automated external defibrillators AED
  • Strip chart recorders
  • Patient positioning blocks