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AI exposure report

Will AI replace Mechanical Engineering Technologists and Technicians?

Some of your tasks will be automated. People who use AI will have the edge.

Task exposure to today's AI

39/100

Moderate exposure

This is the occupation's typical task mix. Your own score can be up to 30 points higher or lower depending on how you work: routine share, people contact, judgment and how much you already use AI.

Get your personal score

Will AI replace Mechanical Engineering Technologists and Technicians?

Not entirely. Today's AI tools can take on about 39% of the typical work in this occupation, mostly: record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods. The parts that stay human include: Test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress.; Assemble or disassemble complex mechanical systems.; Assist engineers to design, develop, test, or manufacture industrial machinery, consumer products, or other equipment..

People who learn to use AI for the automatable parts keep the edge. The 3-phase plan below shows where to start.

Which tasks AI can take on

The largest tasks in this occupation, their share of the working week, and how much of each today's AI tools can do.

TaskAutomatable
Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.AI already used 62%
Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications. 60%
Interpret engineering sketches, specifications, or drawings. 50%
Assist engineers to design, develop, test, or manufacture industrial machinery, consumer products, or other equipment. 25%
Test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress. 15%
Assemble or disassemble complex mechanical systems. 10%

+ 24 more tasks (64% of the week) in the full test.

Your human edge

  • Test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress.
  • Assemble or disassemble complex mechanical systems.
  • Assist engineers to design, develop, test, or manufacture industrial machinery, consumer products, or other equipment.

AI tools to try

ChatGPT / Claude for calculations, specs and reportsAI features in CAD/BIM toolsCopilot for scripts (Python, MATLAB, Dynamo)

Related roles

A 3-phase AI learning plan

Phase 1

AI for documentation

  • Specifications, reports and change notes drafted with AI.
  • Standards and regulations searched with AI, checked in the source.
  • Meeting notes and RFIs summarised.

Project

Draft a full test report for one recent rig test with AI — procedure, results tables and change notes — and compare writing time against your last manual report..

Phase 2

AI in design work

  • Scripts and parametric design written with AI help.
  • Option studies and quick estimates with AI as a sparring partner.
  • Check AI outputs against calculations and codes.

Project

Use AI to write a parametric script that sizes a bracket or fixture across 10 load cases, then verify two cases by hand calculation against the design code.

Phase 3

Engineering + AI

  • Data from sensors, tests or simulations analysed with AI.
  • Define where AI is not allowed (safety-critical sign-off).
  • Share methods and templates with your team.

Project

Build an AI-assisted script that ingests one month of test-rig sensor logs, flags out-of-spec runs, and publish it plus a one-page rule listing steps AI may never sign off.
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