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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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

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

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

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

  • 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.

  • 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.

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

  • 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.

Technologies & Software

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