Takeover Tracker

Side-by-Side Comparison

MetricAutomotive Engineering TechniciansComputer Numerically Controlled Machine Tool Programmers, Metal and Plastic
Risk Score29.7%43.1%
Risk TierMedium RiskMedium Risk
Risk Percentile37th88th
Tasks at Risk (>50%)6 / 1515 / 15
Median Salary$68,730N/A
Employment37KN/A

Skill Comparison

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Sorted by largest difference

ProgrammingAI-Vulnerable
Controlling Machines and Processes
Repairing and Maintaining Electronic Equipment
Physics
Engineering and Technology
Production and Processing
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Repairing and Maintaining Mechanical Equipment
Customer and Personal Service
Repairing
Performing General Physical Activities
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Engineering Technicians

30%

total discount

Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive Engineering Technicians

6 of 15 at risk
86%Order new test equipment, supplies, or replacement parts.
85%Monitor computer-controlled test equipment, according to written or verbal instructions.
69%Read and interpret blueprints, schematics, work specifications, drawings, or charts.
63%Document test results, using cameras, spreadsheets, documents, or other tools.
53%Perform or execute manual or automated tests of automotive system or component performance, efficiency, or durability.

Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic

15 of 15 at risk
87%Write instruction sheets and cutter lists for a machine's controller to guide setup and encode numerical control tapes.
87%Enter computer commands to store or retrieve parts patterns, graphic displays, or programs that transfer data to other media.
87%Sort shop orders into groups to maximize materials utilization and minimize machine setup time.
86%Order tooling for jobs.
85%Prepare geometric layouts from graphic displays, using computer-assisted drafting software or drafting instruments and graph paper.

Wage Comparison

Automotive Engineering TechniciansComputer Numerically Controlled Machine Tool Programmers, Metal and Plastic
10th
$46,940N/A
25th
$57,330N/A
Median
$68,730N/A
75th
$82,980N/A
90th
$100,890N/A

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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