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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

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

  • Apply safety tags to equipment needing maintenance.

  • 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.

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

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

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

  • 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.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

  • Test plant equipment to ensure it is operating properly.

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

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

  • 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.

Technologies & Software

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