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CAREERMASH (EN)FROM ENGINEERING AND TECHNOLOGY →

Calibration and Precision Instrument Technicians

Calibration technicians check and adjust measuring instruments so they give accurate readings. Their work is essential in hospitals, factories and labs where exact measurements matter.

Calibration and Precision Instrument Technicians

19

Engineering and Technology

AI IMPACT
AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
STARTING PAY£28,000 - £32,000
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.

THE DOOR: ENTRY DIFFICULTY TODAY, graded A (easy) to E (extremely hard). A Careermash rule-of-thumb index built from our AI exposure index and the job's moat class. It is not a forecast and not a count of job openings.

AI EXPOSURE TODAY is a Careermash index from 0 to 100 of how exposed this job's everyday tasks are to AI today. We estimate it by matching published research on how people use AI to this job, usually by keyword or subject area, and we lower it where the work is protected (for example by physical, personal or legal requirements). It is not a direct measurement of how much people in this job use AI.

This job holds up well against AI
AI exposure today is low on our index (19), and the work is hands-on, in the real world. Software alone can't do it. That is about as safe as careers get right now, though it is still worth learning to use the tools well.