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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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

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

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

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

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

  • 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.

  • 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.

Technologies & Software

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