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Automation Risk Analysis

Will “Transverse Abdominal Muscle Nurse (TRAM Nurse)” be Automated?

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AI Exposure Risk

54%

“Transverse Abdominal Muscle Nurse (TRAM 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%

“Transverse Abdominal Muscle Nurse (TRAM 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

  • Maintain accurate, detailed reports and records.

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

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

  • Inform physician of patient's condition during anesthesia.

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

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

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

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

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

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

  • 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.

  • Record patients' medical information and vital signs.

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

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

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

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

  • Engage in research activities related to nursing.

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

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

  • Conduct specified laboratory tests.

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

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

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

  • Prepare patients for and assist with examinations or treatments.

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

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

Technologies & Software

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

Alternative Job Titles