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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

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

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

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

  • 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.

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

  • Determine or recommend radioactive decontamination procedures, according to the size and nature of equipment and the degree of contamination.

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

  • 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.

  • Test plant equipment to ensure it is operating properly.

  • Apply safety tags to equipment needing maintenance.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • 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.

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

Technologies & Software

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