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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

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

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

  • 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.

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

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

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

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

  • Apply safety tags to equipment needing maintenance.

  • Test plant equipment to ensure it is operating properly.

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

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

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

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

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

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

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

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

Technologies & Software

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