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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

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

  • 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.

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

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

  • Apply safety tags to equipment needing maintenance.

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

  • Test plant equipment to ensure it is operating properly.

  • 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.

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

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

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

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

  • 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.

  • 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

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