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Automation Risk Analysis

Will “Nuclear Equipment Operator (NEO)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Nuclear Equipment Operator (NEO)” 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%

“Nuclear Equipment Operator (NEO)” 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

  • Test plant equipment to ensure it is operating properly.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

  • 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.

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

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

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

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

Technologies & Software

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