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Automation Risk Analysis

Will “Equipment Operation Instructor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Equipment Operation Instructor” 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 35% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

53%

“Equipment Operation Instructor” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 53% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nuclear Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist nuclear physicists, nuclear engineers, or other scientists in laboratory, power generation, or electricity production activities. May operate, maintain, or provide quality control for nuclear testing and research equipment. May monitor radiation.

Avg. Annual Salary $100,730
Avg. Hourly Wage $48.43
Available Jobs (US) 5,990
Job Title & Hierarchy Code (SOC) Nuclear Technicians #19-4051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Nuclear Technicians”

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Core Skills & Abilities

  • Follow policies and procedures for radiation workers to ensure personnel safety.

  • Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas.

  • Set up equipment that automatically detects area radiation deviations and test detection equipment to ensure its accuracy.

  • Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair.

  • Communicate with accelerator maintenance personnel to ensure readiness of support systems, such as vacuum, water cooling, or radio frequency power sources.

  • Collect air, water, gas or solid samples for testing to determine radioactivity levels or to ensure appropriate radioactive containment.

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • Modify, devise, or maintain nuclear equipment used in operations.

  • Apply safety tags to equipment needing maintenance.

  • Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines.

  • Determine or recommend radioactive decontamination procedures, according to the size and nature of equipment and the degree of contamination.

  • Monitor instruments, gauges, or recording devices under direction of nuclear experimenters.

  • Perform testing, maintenance, repair, or upgrading of accelerator systems.

  • Test plant equipment to ensure it is operating properly.

  • Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments.

  • Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables.

  • Identify and implement appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination.

  • Follow nuclear equipment operational policies and procedures that ensure environmental safety.

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  • Emergency diesel generators
  • Fuel handling systems
  • Pressure demand respirators
  • Vibration monitors
  • Radiation survey meters
  • Control rod drives
  • Air purifying respirators
  • Digital spectrum analyzers
  • Leak detection equipment
  • Metal active gas MAG welding equipment
  • Metal inert gas MIG welding equipment
  • Multichannel analyzers
  • Hot cell remote viewing devices
  • Area gamma monitors
  • New fuel elevators
  • Portal monitors
  • Spent fuel handling machines
  • Ultrasonic thickness gauges
  • Protective coveralls
  • Video borescopes
  • Digital ratemeters
  • Plasma arc cutting torches
  • Pipe camera inspection systems
  • Non-contact thermometers
  • Level transmitters
  • Atmosphere supplying respirators
  • Protective gloves
  • Videoscopes
  • Gantry cranes
  • Air compressors
  • Scintillation detectors
  • Airline respirators
  • Digital signal analyzers
  • Condensate demineralizers
  • Pressure cleaners
  • Cryostats
  • Personal computers
  • Pocket dosimeters
  • Seismic monitoring instruments
  • Gamma exit/entrance contamination monitors
  • Protective shoe covers
  • Ultrasonic flaw detectors
  • Eddy current testing equipment
  • Self-contained breathing apparatus
  • Contamination probes
  • Master-slave manipulators
  • Portable two way radios