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Automation Risk Analysis

Will “X-Ray Nurse” be Automated?

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AI Exposure Risk

54%

“X-Ray Nurse” 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“X-Ray Nurse” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Registered Nurses, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assess patient health problems and needs, develop and implement nursing care plans, and maintain medical records. Administer nursing care to ill, injured, convalescent, or disabled patients. May advise patients on health maintenance and disease prevention or provide case management. Licensing or registration required.

Avg. Annual Salary $98,430
Avg. Hourly Wage $47.32
Available Jobs (US) 3,282,010
Job Title & Hierarchy Code (SOC) Registered Nurses #29-1141
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Registered Nurses”

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Core Skills & Abilities

  • Provide or arrange for training or instruction of auxiliary personnel or students.

  • Prepare patients for and assist with examinations or treatments.

  • Administer medications to patients and monitor patients for reactions or side effects.

  • Consult with institutions or associations regarding issues or concerns relevant to the practice and profession of nursing.

  • Direct or coordinate infection control programs, advising or consulting with specified personnel about necessary precautions.

  • Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit.

  • Work with individuals, groups, or families to plan or implement programs designed to improve the overall health of communities.

  • Modify patient treatment plans as indicated by patients' responses and conditions.

  • Administer local, inhalation, intravenous, or other anesthetics.

  • Assess the needs of individuals, families, or communities, including assessment of individuals' home or work environments, to identify potential health or safety problems.

  • Perform administrative or managerial functions, such as taking responsibility for a unit's staff, budget, planning, or long-range goals.

  • Instruct individuals, families, or other groups on topics such as health education, disease prevention, or childbirth and develop health improvement programs.

  • Maintain accurate, detailed reports and records.

  • Perform physical examinations, make tentative diagnoses, and treat patients en route to hospitals or at disaster site triage centers.

  • Prescribe or recommend drugs, medical devices, or other forms of treatment, such as physical therapy, inhalation therapy, or related therapeutic procedures.

  • Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.

  • Record patients' medical information and vital signs.

  • Conduct specified laboratory tests.

  • Prepare rooms, sterile instruments, equipment, or supplies and ensure that stock of supplies is maintained.

  • Monitor, record, and report symptoms or changes in patients' conditions.

  • Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry.

  • Refer students or patients to specialized health resources or community agencies furnishing assistance.

  • Observe nurses and visit patients to ensure proper nursing care.

  • Monitor all aspects of patient care, including diet and physical activity.

  • Inform physician of patient's condition during anesthesia.

  • Order, interpret, and evaluate diagnostic tests to identify and assess patient's condition.

  • Engage in research activities related to nursing.

Technologies & Software

  • Microsoft Excel
  • Claude (Anthropic)
  • LinkedIn
  • Database software
  • Microsoft PowerPoint
  • Glass AI
  • Microsoft Exchange
  • FaceTime
  • DeepSeek
  • Gemini (Google)
  • Perplexity AI
  • Healthcare common procedure coding system HCPCS
  • FileMaker Pro
  • ChatGPT (OpenAI)
  • eClinicalWorks EHR software
  • DoctorsPartner EMR
  • Diagnostic and procedural coding software
  • Siemens SIENET Sky
  • PCC EHR
  • Qwen (Alibaba)
  • HMS
  • QuadraMed Affinity Healthcare Information System
  • Amboss AI
  • Medical condition coding software
  • Kimi (Moonshot AI)
  • PointClickCare healthcare software
  • Microsoft Word
  • Data entry software
  • Microsoft Windows
  • MEDITECH software
  • Epic Systems
  • Microsoft Project
  • Kronos Workforce Timekeeper
  • IBM Notes
  • Henry Schein Dentrix
  • Gemini for Workspace
  • Apache Spark
  • YouTube
  • Allscripts Sunrise
  • Nova (Amazon)
  • Microsoft Access
  • Electronic medical record EMR software
  • Human resource management software HRMS
  • Llama (Meta)
  • Nuance DAX (Microsoft)
  • Abridge
  • Microsoft SharePoint
  • Allscripts healthcare automation software
  • Drug guide software
  • Nabla Copilot
  • Oracle Taleo
  • Microsoft Office software
  • Google Docs
  • Prognosis Innovation Healthcare ChartAccess
  • Epic AI
  • Grok (xAI)
  • Medical procedure coding software
  • Mistral (Mistral AI)
  • Google Drive
  • Per-Se Technologies ORSOS One-Call
  • Microsoft Outlook
  • Vacuum extractors
  • Manually operated oxygen supply resuscitators
  • Gait belts
  • Anti-embolism elastic stockings
  • Bucks traction equipment
  • Triple lumen catheters
  • Ventimasks
  • Continuous positive airway pressure CPAP ventilators
  • Curved hemostats
  • Bilevel positive airway pressure BiPAP ventilators
  • Hemovac drains
  • Intravenous syringe pumps
  • Canes
  • Cervical traction equipment
  • Mayo trays
  • Cardiac monitor electrodes
  • Transcutaneous electric nerve stimulation TENS equipment
  • Leather restraints
  • Electrosurgical devices
  • Otoscopes
  • Balanced suspension traction equipment
  • Sequential compression devices
  • Suture needles
  • Audiometers
  • Endotracheal ET tubes
  • Phototherapy equipment
  • Nasal cannulas
  • Flash sterilizers
  • Peripheral intravenous IV locks
  • Tablet computers
  • Titmus vision screeners
  • Nasogastric tubes
  • Lancets
  • Mechanical stethoscopes
  • Isolettes
  • Lower extremity prosthetic devices
  • Pelvic specula
  • Torso immobilizers
  • Glucose testing equipment
  • Patient controlled analgesia PCA pumps
  • Nasal suctioning equipment
  • Defibrillators
  • Bed scales
  • Straight hemostats
  • Pocket personal computers PC
  • Tracheal suctioning equipment
  • Blood collection needles
  • Continuous enteral feeding equipment
  • Intermittent enteral feeding equipment
  • Peripheral angiocaths
  • Telemedicine equipment
  • Nebulizers
  • Lukens traps
  • Heelstick blood sampling equipment
  • Laser printers
  • Mechanical lift devices
  • Personal computers
  • Non-rebreather masks
  • Oxygen regulators
  • Pelvic traction equipment
  • Jackson-Pratt drains
  • Cardiac monitors
  • Ventricular assist devices VAD
  • Syringes
  • Pacemakers
  • Colposcopes
  • Bladder irrigation equipment
  • Evacuated blood collection tubes
  • Oxygen administration equipment
  • Medical tuning forks
  • Blood warming equipment
  • Enema equipment
  • Upper extremity prosthetic devices
  • Splints
  • Suction equipment
  • Phaco apparatus
  • Apnea monitors
  • Retractors
  • Epidural pumps
  • Ventilators
  • Transport cardiac monitors
  • Epidural catheters
  • Aqua K pads
  • Russell's traction equipment
  • Subcutaneous hypodermic needles
  • Angiocaths
  • Grounding pads
  • Intracranial pressure monitors
  • Gastrointestinal GI endoscopes
  • Oxygen flowmeters
  • Infusion pump enteral feeding tubes
  • Intravenous IV tubing
  • Double lumen catheters
  • Scalpels
  • Infant security sensors
  • Skin traction equipment
  • Infusion control devices
  • Intubation stylets
  • Pleuravacs
  • Telemetry units
  • Bilimeters
  • Cervical collars
  • Manual blood pressure monitors
  • Swab dryers
  • Snellen eye charts
  • Infant warmers
  • Electrocardiography EKG units
  • Suture removal kits
  • Tuberculosis TB skin test equipment
  • Surgical drapes
  • Venous oxygen saturation SVO2 monitors
  • Hyper/hypothermia blankets
  • Photopheresis systems
  • Centrifuges
  • Patient lifters
  • Oral suctioning equipment
  • Oxyhoods
  • Mobile medical services spine boards
  • Surgical lights
  • Urinalysis test strips
  • Computerized electrocardiography EKG and hemodynamic monitoring systems
  • Capillary glucose monitors
  • Doppler pulse measurement devices
  • T-pieces with aerosol
  • Levine tubes
  • Traction equipment
  • Pulmonary artery catheters
  • Autoclaves
  • Chemotherapy spill kits
  • Fetal scalp electrodes
  • Arterial blood gas testing equipment
  • Cooling blankets
  • Occlusion clamps
  • One-way valve protective shields
  • Percussion hammers
  • Colonoscopy equipment
  • Urinary catheters
  • Overhead clinical trapezes
  • Loop electrosurgical excision procedure LEEP equipment
  • Flexible sigmoidoscopes
  • Bag-valve masks
  • Urine analysis equipment
  • Heparin locks
  • Manometers
  • Notebook computers
  • Continuous passive motion CPM machines
  • Autotransfusion systems
  • Single lumen catheters
  • Head immobilizers
  • Intra-aortic balloon pumps IABP
  • Pulse oximeters
  • Insulin pumps
  • Arterial line catheters
  • Limb restraints
  • Meconium aspirators
  • Staple removers
  • Laryngoscope blades
  • Tourniquets
  • Automated medicine dispensing equipment
  • Oxygen tanks
  • Phaco consoles
  • Umbilical catheters
  • Vest restraints
  • Walkers
  • Intravenous IV equipment
  • Tracheostomy collars
  • Hospital beds
  • Peripheral butterflys
  • Medical encyclopedias
  • Binocular light compound microscopes
  • Crutches
  • Hemostats
  • Suture needleholders
  • Incentive spirometers
  • Partial masks
  • Fetal monitors
  • Manual resuscitation bags
  • Reflex hammers
  • Surgical clamps
  • Intramuscular needles
  • Electronic blood pressure monitors
  • Rape kits

Alternative Job Titles