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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

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

  • Record patients' medical information and vital signs.

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

  • Inform physician of patient's condition during anesthesia.

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

  • Conduct specified laboratory tests.

  • Engage in research activities related to nursing.

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

  • 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.

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

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

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

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

  • Maintain accurate, detailed reports and records.

  • Prepare patients for and assist with examinations or treatments.

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles