Calibrate scientific or technical equipment.

Calibrate scientific or technical equipment. is a detailed work activity in O*NET — a concrete unit of work shared across 15 occupations and seen in 24 occupation-specific tasks. It rolls up into the broader work activity Adjust equipment to ensure adequate performance. in Handling and Moving Objects .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 24 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 7 (29%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 3 of these tasks, with a mean mapped-usage share of 0.005% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Select, calibrate, or operate equipment used in the non-destructive testing of products or materials. · Non-Destructive Testing Specialists · importance 4.6 · no direct exposure
• Calibrate, validate, or maintain laboratory equipment. · Quality Control Analysts · importance 4.3 · no direct exposure
• Calibrate nanotechnology equipment, such as weighing, testing, or production equipment. · Nanotechnology Engineering Technologists and Technicians · importance 4.3 · no direct exposure
• Adjust, repair, or replace faulty components of test setups and equipment. · Aerospace Engineering and Operations Technologists and Technicians · importance 4.2 · no direct exposure
• Adjust or maintain equipment, such as lasers, laser systems, microscopes, oscilloscopes, pulse generators, power meters, beam analyzers, or energy measurement devices. · Photonics Technicians · importance 4.2 · no direct exposure
• Calibrate vehicle systems, including control algorithms or other software systems. · Automotive Engineers · importance 4.2 · direct LLM exposure
• Install, calibrate, or maintain sensors, mechanical controls, GPS-based vehicle guidance systems, or computer settings. · Precision Agriculture Technicians · importance 4.0 · no direct exposure
• Calibrate and maintain chemical instrumentation sensing elements and sampling system equipment, using calibration instruments and hand tools. · Nuclear Monitoring Technicians · importance 4.0 · no direct exposure
• Repair, rework, or calibrate hydraulic or pneumatic assemblies or systems to meet operational specifications or tolerances. · Electro-Mechanical and Mechatronics Technologists and Technicians · importance 3.9 · no direct exposure
• Adjust surveying instruments to maintain their accuracy. · Surveyors · importance 3.9 · no direct exposure
• Perform quality assurance system checks, such as calibrations, on treatment planning computers. · Medical Dosimetrists · importance 3.9 · direct LLM exposure
• Calibrate data collection equipment. · Remote Sensing Technicians · importance 3.9 · exposure with tools
• Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality. · Robotics Technicians · importance 3.8 · exposure with tools
• Monitor raw data quality during collection, and make equipment corrections as necessary. · Remote Sensing Technicians · importance 3.8 · exposure with tools
• Install, maintain, and calibrate instruments such as those that monitor water levels, rainfall, and sediments. · Hydrologists · importance 3.7 · no direct exposure
• Adjust or repair testing, electrical, or mechanical equipment or devices. · Geological Technicians, Except Hydrologic Technicians · importance 3.7 · no direct exposure
• Install, calibrate, operate, or maintain robots. · Robotics Engineers · importance 3.7 · no direct exposure
• Calibrate microscopes or test instruments. · Environmental Science and Protection Technicians, Including Health · importance 3.7 · no direct exposure
• Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability. · Precision Agriculture Technicians · importance 3.6 · exposure with tools
• Monitor or calibrate automated systems, industrial control systems, or system components to maximize efficiency of production. · Mechatronics Engineers · importance 3.5 · no direct exposure
• Repair or calibrate products, such as surgical lasers. · Photonics Technicians · importance 3.4 · no direct exposure
• Calibrate devices by comparing measurements of pressure, temperature, humidity, or other environmental conditions to known standards. · Calibration Technologists and Technicians · no direct exposure
• Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges. · Industrial Engineering Technologists and Technicians · no direct exposure
• Monitor and adjust production processes or equipment for quality and productivity. · Industrial Engineering Technologists and Technicians · exposure with tools

Occupations that perform this

• Non-Destructive Testing Specialists
• Quality Control Analysts
• Nanotechnology Engineering Technologists and Technicians
• Aerospace Engineering and Operations Technologists and Technicians
• Automotive Engineers
• Precision Agriculture Technicians
• Nuclear Monitoring Technicians
• Electro-Mechanical and Mechatronics Technologists and Technicians
• Surveyors
• Medical Dosimetrists
• Hydrologists
• Geological Technicians, Except Hydrologic Technicians
• Robotics Engineers
• Environmental Science and Protection Technicians, Including Health
• Calibration Technologists and Technicians

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-calibrate-scientific-or-technical-equipment,
  title  = {Calibrate scientific or technical equipment.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/calibrate-scientific-or-technical-equipment}
}