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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

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

  • 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.

  • 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.

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

  • 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.

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

  • 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.

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

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

  • Test plant equipment to ensure it is operating properly.

Technologies & Software

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