Will AI replace Calibration Technologists and Technicians?

What this score means

Calibration Technologists and Technicians leans toward the safer end for Engineering. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 27 out of 100 it scores 7 points below the Engineering average of 34.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Calibration Technologists and Technicians, most central first, showing 12 of 15.

• 01Analyze test data to identify defects or determine calibration requirements.
• 02Attend conferences, workshops, or other training sessions to learn about new tools or methods.
• 03Calibrate devices by comparing measurements of pressure, temperature, humidity, or other environmental conditions to known standards.
• 04Conduct calibration tests to determine performance or reliability of mechanical, structural, or electromechanical equipment.
• 05Develop new calibration methods or techniques based on measurement science, analyses, or calibration requirements.
• 06Disassemble and reassemble equipment for inspection.
• 07Draw plans for developing jigs, fixtures, instruments, or other devices.
• 08Maintain or repair measurement devices or equipment used for calibration testing.
• 09Operate metalworking machines to fabricate housings, jigs, fittings, or fixtures.
• 10Order replacement parts for malfunctioning equipment.
• 11Plan sequences of calibration tests according to equipment specifications and scientific principles.
• 12Read blueprints, schematics, diagrams, or technical orders.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 2 research sources that scored Calibration Technologists and Technicians for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 02AI Occupational Exposure to Language Modeling · 2023

Also covers

Calibration Engineer · Calibration Specialist · Calibration Technician · Calibration Technologist · Certified Calibration Technician · Diagnostic Technician (Diagnostic Tech) · Electromechanical Equipment Tester · Electronic Instrument Testing Technician and related titles

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