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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

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

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

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

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

  • 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.

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

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

  • Test plant equipment to ensure it is operating properly.

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

  • Apply safety tags to equipment needing maintenance.

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

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

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

Technologies & Software

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