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Automation Risk Analysis

Will “Electric Systems Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Electric Systems Operator” 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%

“Electric Systems Operator” 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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • Apply safety tags to equipment needing maintenance.

  • 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

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