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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

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

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

  • 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.

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

  • 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.

  • 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.

  • Contribute expertise to develop medical maintenance standard operating procedures.

  • Solder loose connections, using soldering iron.

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

  • 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.

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

  • 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.

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles