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Automation Risk Analysis

Will “X-ray Service Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #232 of 702. Estimated risk: 27.0%

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AI Exposure Risk

31%

“X-ray Service Engineer” 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 31% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

48%

“X-ray Service Engineer” 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 48% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Medical Equipment Repairers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Test, adjust, or repair biomedical or electromedical equipment.

Avg. Annual Salary $66,810
Avg. Hourly Wage $32.12
Available Jobs (US) 60,830
Job Title & Hierarchy Code (SOC) Medical Equipment Repairers #49-9062
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Medical Equipment Repairers”

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Core Skills & Abilities

  • Repair shop equipment, metal furniture, or hospital equipment, including welding broken parts or replacing missing parts, or bring item into local shop for major repairs.

  • Test, evaluate, and classify excess or in-use medical equipment and determine serviceability, condition, and disposition, in accordance with regulations.

  • Compute power and space requirements for installing medical, dental, or related equipment and install units to manufacturers' specifications.

  • Supervise or advise subordinate personnel.

  • Test or calibrate components or equipment, following manufacturers' manuals and troubleshooting techniques, using hand tools, power tools, or measuring devices.

  • Evaluate technical specifications to identify equipment or systems best suited for intended use and possible purchase, based on specifications, user needs, or technical requirements.

  • Solder loose connections, using soldering iron.

  • Fabricate, dress down, or substitute parts or major new items to modify equipment to meet unique operational or research needs, working from job orders, sketches, modification orders, samples, or discussions with operating officials.

  • Install medical equipment.

  • Explain or demonstrate correct operation or preventive maintenance of medical equipment to personnel.

  • Research catalogs or repair part lists to locate sources for repair parts, requisitioning parts and recording their receipt.

  • Make computations relating to load requirements of wiring or equipment, using algebraic expressions and standard formulas.

  • Inspect, test, or troubleshoot malfunctioning medical or related equipment, following manufacturers' specifications and using test and analysis instruments.

  • Disassemble malfunctioning equipment and remove, repair, or replace defective parts, such as motors, clutches, or transformers.

  • Keep records of maintenance, repair, and required updates of equipment.

  • Plan and carry out work assignments, using blueprints, schematic drawings, technical manuals, wiring diagrams, or liquid or air flow sheets, following prescribed regulations, directives, or other instructions as required.

  • Study technical manuals or attend training sessions provided by equipment manufacturers to maintain current knowledge.

  • Perform preventive maintenance or service, such as cleaning, lubricating, or adjusting equipment.

  • Examine medical equipment or facility's structural environment and check for proper use of equipment to protect patients and staff from electrical or mechanical hazards and to ensure compliance with safety regulations.

  • Contribute expertise to develop medical maintenance standard operating procedures.

Technologies & Software

  • Microsoft Outlook
  • ServiceMax AI
  • Uptake AI
  • ChatGPT (OpenAI)
  • FaceTime
  • Web browser software
  • Microsoft Excel
  • Perplexity AI
  • Microsoft Office software
  • Augury (Predictive Maintenance)
  • Medical equipment diagnostic software
  • Computerized maintenance management system CMMS
  • Salesforce software
  • Operating system software
  • SAP software
  • Microsoft PowerPoint
  • Inventory control system software
  • Microsoft Word
  • Digital force gauges
  • Continuity testers
  • High voltage probes
  • Oscilloscopes
  • Safety glasses
  • Hacksaws
  • Computed tomography CT calibration phantoms
  • Pressure vacuum meters
  • pH indicators
  • Multi-gas analyzers
  • Electrician's hammers
  • Channel lock pliers
  • Megohmmeters
  • Power tap tools
  • Electrical surgical unit analyzers
  • Wire strippers
  • Phillips head screwdrivers
  • Wheeled forklifts
  • Ultrasound wattmeters
  • Cordless drills
  • Laptop computers
  • Tin snips
  • Chemical analyzers
  • Defibrillator analyzers
  • Neon testers
  • Phase rotation meters
  • Pressure meters
  • Spectrum analyzers
  • Magnetic resonance imaging MRI calibration phantoms
  • Non-invasive blood pressure NIBP simulators
  • Optical compound microscopes
  • Diagonal cutting pliers
  • Digital multimeters
  • Non-contact voltage probes
  • Adjustable wrenches
  • Needlenose pliers
  • Insulated wire cutters
  • Socket wrenches
  • Conduit bending tools
  • Torx drivers
  • Digital multifunction analyzers
  • Hand tachometers
  • Differential photometers
  • Desoldering tools
  • Soldering guns
  • Pressure gauges
  • Side cutting pliers
  • Conductance meters
  • Pump pliers
  • Rat tail files
  • Awls
  • Dosimetry badges
  • Precision levels
  • Lung simulators
  • Audio meters
  • Straight screwdrivers
  • Magnetic torpedo levels
  • Half-round files
  • Putty knives
  • Antistatic floor mats
  • Flow meters
  • Crescent wrenches
  • Antistatic alignment tools
  • Patient simulators
  • Digital mAs meters
  • Infusion pump testers
  • Cable cutters
  • Densitometers
  • Oxygen test meters
  • Electricians' knives
  • Digital voltmeters DVM
  • Precision knives
  • Air line moisture meters
  • Measuring tapes
  • Magnetic tweezers
  • Electrician's pliers
  • Pulse oximetry test systems
  • Ultrasound leakage testers
  • Analytical balances
  • Safety goggles
  • Wrist anti-static straps
  • Nut drivers
  • Long nose pliers
  • Power screwdrivers
  • Frequency counters
  • Pipe wrenches
  • Desktop computers
  • Fetal monitor simulators
  • Amp meters
  • Digital storage oscilloscopes DSO
  • Wire crimpers
  • Cold chisels
  • Allen wrenches
  • Ventilator analyzers
  • Combination squares

Alternative Job Titles