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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

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

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

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

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

  • Record patients' medical information and vital signs.

  • Prepare patients for and assist with examinations or treatments.

  • Maintain accurate, detailed reports and records.

  • Engage in research activities related to nursing.

  • Inform physician of patient's condition during anesthesia.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Conduct specified laboratory tests.

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

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

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

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

Technologies & Software

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

Alternative Job Titles