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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

  • 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.

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

  • Contribute expertise to develop medical maintenance standard operating procedures.

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

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

  • Solder loose connections, using soldering iron.

  • Install medical equipment.

  • Supervise or advise subordinate personnel.

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

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

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

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

Technologies & Software

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

Alternative Job Titles