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Automation Risk Analysis

Will “Operations Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Operations Technician” 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%

“Operations Technician” 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

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

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

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

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

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

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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

Technologies & Software

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