Takeover Tracker

Side-by-Side Comparison

MetricManufacturing Engineering TechnologistsComputer Numerically Controlled Machine Tool Programmers, Metal and Plastic
Risk Score34.7%43.1%
Risk TierMedium RiskMedium Risk
Risk Percentile65th88th
Tasks at Risk (>50%)7 / 1515 / 15
Median Salary$77,390N/A
Employment64KN/A

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Engineering and Technology
Physics
ProgrammingAI-Vulnerable
Production and Processing
Provide Consultation and Advice to Others
Identifying Objects, Actions, and Events
Deductive Reasoning
Category Flexibility
Computers and Electronics
Judgment and Decision MakingAI-Augmented
Written Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Engineering Technologists

33%

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

Manufacturing Engineering Technologists

7 of 15 at risk
86%Verify weights, measurements, counts, or calculations and record results on batch records.
85%Estimate manufacturing costs.
84%Plan, estimate, or schedule production work.
75%Ensure adherence to safety rules and practices.
53%Develop or maintain programs associated with automated production equipment.

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

Manufacturing Engineering TechnologistsComputer Numerically Controlled Machine Tool Programmers, Metal and Plastic
10th
$47,010N/A
25th
$59,700N/A
Median
$77,390N/A
75th
$97,760N/A
90th
$114,630N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufacturing Engineering Technologists20282035
Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic20282035
20242030203520402045

Manufacturing Engineering Technologists has a longer runway before significant displacement, projected 0 years later than Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Manufacturing

0

Unique to Computer

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence
Creativity
Decision Complexity
Regulatory Barriers
Manufacturing Engineering TechnologistsComputer Numerically Controlled Machine Tool Programmers, Metal and Plastic