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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

  • 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.

  • Solder loose connections, using soldering iron.

  • 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.

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

  • Supervise or advise subordinate personnel.

  • Install medical equipment.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles