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Automation Risk Analysis

Will “Laboratory Control Specialist” be Automated?

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AI Exposure Risk

39%

“Laboratory Control 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 39% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Laboratory Control Specialist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nuclear Monitoring Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Collect and test samples to monitor results of nuclear experiments and contamination of humans, facilities, and environment.

Job Title & Hierarchy Code (SOC) Nuclear Monitoring Technicians #19-4051.02
ℹ️

Data is based on the reference occupation: “Nuclear Monitoring Technicians”

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Core Skills & Abilities

  • Collect samples of air, water, gases, or solids to determine radioactivity levels of contamination.

  • Inform supervisors when individual exposures or area radiation levels approach maximum permissible limits.

  • Monitor personnel to determine the amounts and intensities of radiation exposure.

  • Enter data into computers to record characteristics of nuclear events or to locate coordinates of particles.

  • Prepare reports describing contamination tests, material or equipment decontaminated, or methods used in decontamination processes.

  • Place radioactive waste, such as sweepings or broken sample bottles, into containers for shipping or disposal.

  • Determine intensities and 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.

  • Instruct personnel in radiation safety procedures and demonstrate use of protective clothing and equipment.

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

  • Calculate safe radiation exposure times for personnel using plant contamination readings and prescribed safe levels of radiation.

  • Analyze samples, such as air or water samples, for contaminants or other elements.

  • Brief workers on radiation levels in work areas.

  • Provide initial response to abnormal events or to alarms from radiation monitoring equipment.

  • Decontaminate objects by cleaning with soap or solvents or by abrading with wire brushes, buffing wheels, or sandblasting machines.

  • Calibrate and maintain chemical instrumentation sensing elements and sampling system equipment, using calibration instruments and hand tools.

Technologies & Software

  • Consensus
  • Elicit
  • Oracle Java
  • Microsoft Outlook
  • Claude (Anthropic)
  • Microsoft PowerPoint
  • Radiological assessment display and control system RADACS
  • Gamma waste assay system GWAS
  • Microsoft Windows Server
  • Perplexity AI
  • Scite AI
  • AVEVA InTouch HMI
  • Microsoft Excel
  • RESRAD
  • NotebookLM (Google)
  • Gemini for Workspace
  • Word processing software
  • Google Compute Engine (GCE)
  • Microsoft Office software
  • Microsoft Azure software
  • Structured query language SQL
  • Microsoft Windows
  • Connectivity software
  • Semantic Scholar AI
  • Supervisory control and data acquisition SCADA software
  • Microsoft Word
  • Mistral AI (chat/models)
  • Radiological detectors
  • Air sampling devices
  • Thermoluminescent dosimeters
  • Dose rate monitors
  • Digital spectrum analyzers
  • Protective coveralls
  • Contamination probes
  • Alpha/beta surface contamination monitors
  • Protective gloves
  • Cryostats
  • Portal monitors
  • Digital ratemeters
  • Nuclear moisture/density gauges
  • Neutron detectors
  • Portable survey radiation meters
  • Self-contained breathing apparatus
  • Gamma ray detectors
  • Portable data collectors
  • Area gamma monitors
  • Alpha/beta counting systems
  • Personal computers
  • Proportional counters
  • Portable spectroscopes
  • Tritium/Noble gas monitors
  • Alpha air monitors
  • Sodium Iodide NaI scintillation detectors
  • Desktop computers
  • Neutron dose-rate meters
  • Neutron spectrometers
  • Gamma ray spectrometers
  • Liquid scintillation counters
  • Protective shoe covers
  • Digital signal analyzers
  • Pressure demand respirators
  • Airline respirators
  • Multichannel analyzers
  • Electron microscopes
  • Whole body counters
  • Air purifying respirators
  • Geiger-Muller counters
  • Atmosphere supplying respirators
  • Ionization chambers
  • Cryogenic microcalorimeters