Tool and Die Makers vs Maintenance Workers, Machinery AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Tool and Die Makers

46 shared · 21 different

core competencies

medium risk

Maintenance Workers, Machinery

Side-by-Side Comparison

Tool and Die Makers leads 5–0

Metric	Tool and Die Makers	Maintenance Workers, Machinery
Risk Score	24.1%	29.7%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	17th	37th
Tasks at Risk (>50%)	7 / 15	10 / 15
Median Salary	$63,180	$60,500
Employment	55K	57K

Skill Comparison

Sorted by largest difference

MathematicsAI-Vulnerable

Processing Information

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Design

Updating and Using Relevant Knowledge

Engineering and Technology

Thinking Creatively

Repairing

Controlling Machines and Processes

Analyzing Data or Information

Judging the Qualities of Things, Services, or People

Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool and Die Makers

28%

total discount

Maintenance Workers, Machinery

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Tool and Die Makers

7 of 15 at risk

63%Inspect finished dies for smoothness, contour conformity, and defects.

59%Verify dimensions, alignments, and clearances of finished parts for conformance to specifications, using measuring instruments such as calipers, gauge blocks, micrometers, or dial indicators.

59%Visualize and compute dimensions, sizes, shapes, and tolerances of assemblies, based on specifications.

59%Select metals to be used from a range of metals and alloys, based on properties such as hardness or heat tolerance.

57%Develop and design new tools and dies, using computer-aided design software.

Maintenance Workers, Machinery

10 of 15 at risk

88%Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.

86%Read work orders and specifications to determine machines and equipment requiring repair or maintenance.

86%Record production, repair, and machine maintenance information.

61%Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.

57%Set up and operate machines, and adjust controls to regulate operations.

Wage Comparison

Maintenance Workers, Machinery earns -$2,680(-4%) vs Tool and Die Makers

Tool and Die MakersMaintenance Workers, Machinery

10th

$44,200$40,080

25th

$51,200$48,600

Median

$63,180$60,500

75th

$77,430$72,260

90th

$87,660$83,560

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Tool and Die Makers2028–2035

Maintenance Workers, Machinery2028–2035

20242030203520402045

Tool and Die Makers has a longer runway before significant displacement, projected 0 years later than Maintenance Workers, Machinery.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Tool and Die Makers

$47,979

from $63,180

Maintenance Workers, Machinery

$42,562

from $60,500

After adjusting for AI risk, Tool and Die Makers offers $5,417 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Tool

Unique to Maintenance

Combined Protection Strategy

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

Regulatory Barriers

Decision Complexity

Fine Manipulation

Creativity

Tool and Die MakersMaintenance Workers, Machinery

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