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Automation Risk Analysis

Will “Test Technician” be Automated?

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AI Exposure Risk

35%

“Test Technician” 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 35% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

1%

“Test Technician” will not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 1% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Calibration Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Execute or adapt procedures and techniques for calibrating measurement devices, by applying knowledge of measurement science, mathematics, physics, chemistry, and electronics, sometimes under the direction of engineering staff. Determine measurement standard suitability for calibrating measurement devices. May perform preventive maintenance on equipment. May perform corrective actions to address identified calibration problems.

Avg. Annual Salary $71,080
Avg. Hourly Wage $34.18
Available Jobs (US) 15,320
Job Title & Hierarchy Code (SOC) Calibration Technologists and Technicians #17-3028
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Calibration Technologists and Technicians”

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Core Skills & Abilities

  • Draw plans for developing jigs, fixtures, instruments, or other devices.

  • Disassemble and reassemble equipment for inspection.

  • Maintain or repair measurement devices or equipment used for calibration testing.

  • Plan sequences of calibration tests according to equipment specifications and scientific principles.

  • Read blueprints, schematics, diagrams, or technical orders.

  • Calibrate devices by comparing measurements of pressure, temperature, humidity, or other environmental conditions to known standards.

  • Attend conferences, workshops, or other training sessions to learn about new tools or methods.

  • Analyze test data to identify defects or determine calibration requirements.

  • Operate metalworking machines to fabricate housings, jigs, fittings, or fixtures.

  • Develop new calibration methods or techniques based on measurement science, analyses, or calibration requirements.

  • Visually inspect equipment to detect surface defects.

  • Write and submit reports about the results of calibration tests.

  • Order replacement parts for malfunctioning equipment.

  • Conduct calibration tests to determine performance or reliability of mechanical, structural, or electromechanical equipment.

  • Verify part dimensions or clearances using precision measuring instruments to ensure conformance to specifications.

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