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Calibration Technologists and Technicians

Calibration Technologists and Technicians score 40 out of 100, which is elevated exposure to AI. That ranks #414 of 923 US occupations, where #1 is the most exposed. Of the 15 tasks in this job, AI could speed up 3 on its own and 6 more with extra software built on top of it. In April–May 2026, 2 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

40/ 100
Elevated
Rank
#414of 923 jobs
US workers
16,540BLS, May 2025
Median pay
$67,820a year
In real AI use
2 of 15tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 3 (20%)
  • AI can speed this up with extra software: 6 (40%)
  • Little or no AI speed-up: 6 (40%)
  • Develop new calibration methods or techniques based on measurement science, analyses, or calibration requirements.AI can speed this up on its own
  • Plan sequences of calibration tests according to equipment specifications and scientific principles.AI can speed this up on its own
  • Write and submit reports about the results of calibration tests.AI can speed this up on its own
  • Analyze test data to identify defects or determine calibration requirements.AI can speed this up with extra software · Seen in real AI use
  • Attend conferences, workshops, or other training sessions to learn about new tools or methods.AI can speed this up with extra software
  • Draw plans for developing jigs, fixtures, instruments, or other devices.AI can speed this up with extra software
  • Order replacement parts for malfunctioning equipment.AI can speed this up with extra software
  • Read blueprints, schematics, diagrams, or technical orders.AI can speed this up with extra software
  • Visually inspect equipment to detect surface defects.AI can speed this up with extra software · Seen in real AI use
  • Calibrate devices by comparing measurements of pressure, temperature, humidity, or other environmental conditions to known standards.Little or no AI speed-up
  • Conduct calibration tests to determine performance or reliability of mechanical, structural, or electromechanical equipment.Little or no AI speed-up
  • Disassemble and reassemble equipment for inspection.Little or no AI speed-up
  • Maintain or repair measurement devices or equipment used for calibration testing.Little or no AI speed-up
  • Operate metalworking machines to fabricate housings, jigs, fittings, or fixtures.Little or no AI speed-up
  • Verify part dimensions or clearances using precision measuring instruments to ensure conformance to specifications.Little or no AI speed-up

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

Other jobs in this field

Architecture and Engineering occupations close to this one.

Questions about calibration technologists and technicians and AI

Will AI replace calibration technologists and technicians?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Calibration Technologists and Technicians score 40 out of 100 (elevated exposure), #414 of 923 US jobs. AI could speed up 9 of the job's 15 tasks, 3 of them on its own, while 6 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which calibration technologists and technicians tasks can AI do?

The most exposed tasks include "Develop new calibration methods or techniques based on measurement science, analyses, or calibration requirements"; "Plan sequences of calibration tests according to equipment specifications and scientific principles"; "Write and submit reports about the results of calibration tests".

Which calibration technologists and technicians tasks are hardest for AI?

Tasks with little or no AI speed-up include "Calibrate devices by comparing measurements of pressure, temperature, humidity, or other environmental conditions to known standards"; "Conduct calibration tests to determine performance or reliability of mechanical, structural, or electromechanical equipment"; "Disassemble and reassemble equipment for inspection".

Are people already using AI for this work?

Yes. In April–May 2026, 2 of the 15 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as calibration technologists and technicians, and what do they earn?

About 16,540 people in the US, with median pay of $67,820 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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