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Automation Risk Analysis

Will “Nuclear Operations Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Nuclear Operations Specialist” 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 Operations Specialist” 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

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

  • 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.

  • 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.

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

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

  • 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.

  • Test plant equipment to ensure it is operating properly.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

  • 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.

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

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

  • Apply safety tags to equipment needing maintenance.

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

Technologies & Software

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