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Automation Risk Analysis

Will “Simulation Technician (Simulation Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #232 of 702. Estimated risk: 27.0%

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AI Exposure Risk

31%

“Simulation Technician (Simulation Tech)” 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%

“Simulation Technician (Simulation Tech)” 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

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

  • 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.

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

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

  • Contribute expertise to develop medical maintenance standard operating procedures.

  • 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.

  • Supervise or advise subordinate personnel.

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

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

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

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

  • Solder loose connections, using soldering iron.

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

  • Install medical equipment.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles