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Automation Risk Analysis

Will “Radiation Oncology Registered Nurse (Radiation Oncology RN)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #248 of 702. Estimated risk: 34.0%

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AI Exposure Risk

49%

“Radiation Oncology Registered Nurse (Radiation Oncology RN)” will probably not 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 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

64%

“Radiation Oncology Registered Nurse (Radiation Oncology RN)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 64% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Radiation Therapists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide radiation therapy to patients as prescribed by a radiation oncologist according to established practices and standards. Duties may include reviewing prescription and diagnosis; acting as liaison with physician and supportive care personnel; preparing equipment, such as immobilization, treatment, and protection devices; and maintaining records, reports, and files. May assist in dosimetry procedures and tumor localization.

Avg. Annual Salary $110,820
Avg. Hourly Wage $53.28
Available Jobs (US) 18,700
Job Title & Hierarchy Code (SOC) Radiation Therapists #29-1124
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Radiation Therapists”

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Core Skills & Abilities

  • Enter data into computer and set controls to operate or adjust equipment or regulate dosage.

  • Position patients for treatment with accuracy, according to prescription.

  • Check radiation therapy equipment to ensure proper operation.

  • Administer prescribed doses of radiation to specific body parts, using radiation therapy equipment according to established practices and standards.

  • Prepare or construct equipment, such as immobilization, treatment, or protection devices.

  • Educate, prepare, and reassure patients and their families by answering questions, providing physical assistance, and reinforcing physicians' advice regarding treatment reactions or post-treatment care.

  • Calculate actual treatment dosages delivered during each session.

  • Observe and reassure patients during treatment and report unusual reactions to physician or turn equipment off if unexpected adverse reactions occur.

  • Photograph treated area of patient and process film.

  • Implement appropriate follow-up care plans.

  • Train or supervise student or subordinate radiotherapy technologists.

  • Schedule patients for treatment times.

  • Check for side effects, such as skin irritation, nausea, or hair loss to assess patients' reaction to treatment.

  • Conduct most treatment sessions independently, in accordance with the long-term treatment plan and under the general direction of the patient's physician.

  • Help physicians, radiation oncologists, or clinical physicists to prepare physical or technical aspects of radiation treatment plans, using information about patient condition and anatomy.

  • Review prescription, diagnosis, patient chart, and identification.

  • Store, sterilize, or prepare the special applicators containing the radioactive substance implanted by the physician.

  • Assist in the preparation of sealed radioactive materials, such as cobalt, radium, cesium, or isotopes, for use in radiation treatments.

  • Follow principles of radiation protection for patient, self, and others.

  • Act as liaison with physicist and supportive care personnel.

  • Maintain records, reports, or files as required, including such information as radiation dosages, equipment settings, or patients' reactions.

  • Provide assistance to other healthcare personnel during dosimetry procedures and tumor localization.

Technologies & Software

  • Eclipse IDE
  • Microsoft Word
  • Epic Systems
  • Epic AI
  • Abridge
  • Beam analysis software
  • Nabla Copilot
  • Virtual simulation software
  • Glass AI
  • Patient management software
  • Lifeline Software RadCalc
  • Amboss AI
  • Microsoft Office software
  • Treatment planning software
  • Dose unit calculation software
  • Radiation dose calculation software
  • Radiation therapy equipment software
  • Image processing software
  • Procedure scheduling software
  • Perplexity AI
  • Electronic medical record EMR software
  • Web browser software
  • eClinicalWorks EHR software
  • Microsoft Excel
  • Sun Nuclear MapCHECK
  • Nucletron planning systems
  • Gemini for Workspace
  • Nuance DAX (Microsoft)
  • Radiation shielding lead aprons
  • Medical x ray image intensifiers
  • Workshop lathes
  • Thyroid shields
  • Laptop computers
  • Desktop computers
  • Ultrasound imaging scanners
  • Area radiation monitors
  • Drill presses
  • Multi-leaf radiation therapy collimators
  • Multi-monitor dosimetry systems
  • Medical linear accelerator intensity modulated radiation therapy IMRT two dimensional units
  • Laboratory water baths
  • Medical diagnostic x ray equipment
  • Band saws
  • Wireless patient dosimeters
  • Cobalt radiation therapy machines
  • Immobilizing bite blocks
  • Computed tomography CT radiation therapy planning simulators
  • Dual diode dosimeter patient dose monitors
  • Medical linear accelerator intensity modulated radiation therapy IMRT three dimensional units
  • Beam direction shells
  • Solid state diode detectors
  • Medical linear accelerator intensity modulated radiation therapy IMRT collimators
  • Optical distance indicators
  • Wood chisels
  • Personal radiation monitors
  • Body-fat calipers
  • Patient positioning straps
  • Automated external defibrillators AED
  • Brachytherapy units
  • Patient treatment area casts
  • Computed tomography CT scanners
  • Power drills
  • Computerized block cutting equipment
  • Dynamic phantoms
  • Respiration monitors
  • Treatment room intercoms
  • Treatment verification equipment
  • Magnetic resonance imaging MRI systems
  • Lead alloy shielding blocks
  • 35 millimeter cameras
  • Survey meters
  • Digital cameras
  • Electrometers
  • Vacuum formers
  • Daylight medical film processing equipment
  • Linear accelerator compensation filters
  • Radiation therapy beam directing wedges
  • Patient positioning neck rests
  • Medical imaging fluoroscopes
  • Patient positioning headrests
  • Heat guns
  • Position verification lasers
  • Patient positioning devices
  • Protective medical gloves
  • X ray or fluoroscopy treatment planning simulators
  • Radiation protection eyewear