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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

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

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

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

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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

  • 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.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

Technologies & Software

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