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Automation Risk Analysis

Will “Facilities Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Facilities Operator” 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%

“Facilities Operator” 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

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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • Test plant equipment to ensure it is operating properly.

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

  • Database software
  • Elicit
  • Spreadsheet software
  • Microsoft PowerPoint
  • Scite AI
  • VMWare ESX Server
  • Structured query language SQL
  • NotebookLM (Google)
  • Data logging software
  • Linux
  • Mistral AI (chat/models)
  • Word processing software
  • Claude (Anthropic)
  • Supervisory control and data acquisition SCADA software
  • Perplexity AI
  • Microsoft Office software
  • VMware
  • Microsoft Access
  • Semantic Scholar AI
  • Consensus
  • Microsoft Word
  • Microsoft Excel
  • Gemini for Workspace
  • Microsoft Windows
  • Protective gloves
  • Vibration monitors
  • Plasma arc cutting torches
  • Gamma exit/entrance contamination monitors
  • Metal active gas MAG welding equipment
  • Eddy current testing equipment
  • Radiation survey meters
  • Digital signal analyzers
  • Portable two way radios
  • Metal inert gas MIG welding equipment
  • Multichannel analyzers
  • Digital spectrum analyzers
  • Gantry cranes
  • Non-contact thermometers
  • Atmosphere supplying respirators
  • Protective coveralls
  • Emergency diesel generators
  • Spent fuel handling machines
  • Videoscopes
  • Fuel handling systems
  • Pocket dosimeters
  • Pressure cleaners
  • Contamination probes
  • Cryostats
  • Personal computers
  • Airline respirators
  • Air compressors
  • Pressure demand respirators
  • New fuel elevators
  • Seismic monitoring instruments
  • Condensate demineralizers
  • Level transmitters
  • Ultrasonic thickness gauges
  • Ultrasonic flaw detectors
  • Hot cell remote viewing devices
  • Protective shoe covers
  • Pipe camera inspection systems
  • Digital ratemeters
  • Area gamma monitors
  • Self-contained breathing apparatus
  • Portal monitors
  • Control rod drives
  • Video borescopes
  • Leak detection equipment
  • Scintillation detectors
  • Air purifying respirators
  • Master-slave manipulators