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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.

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

  • 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.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

  • 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.

  • Test plant equipment to ensure it is operating properly.

Technologies & Software

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