Takeover Tracker

Side-by-Side Comparison

MetricMultiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticHeat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
Risk Score38.1%44.7%
Risk TierMedium RiskMedium Risk
Risk Percentile75th91th
Tasks at Risk (>50%)5 / 1515 / 15
Median Salary$46,060$47,450
Employment130K15K

Skill Comparison

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Sorted by largest difference

Mechanical
Performing General Physical Activities
Operating Vehicles, Mechanized Devices, or Equipment
Stamina
Establishing and Maintaining Interpersonal Relationships
Design
MathematicsAI-Vulnerable
Coaching and Developing Others
Production and Processing
Engineering and Technology

Protective Factors

Higher values indicate stronger protection against AI displacement

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

5 of 15 at risk
86%Write programs for computer numerical control (CNC) machines to cut metal and plastic materials.
84%Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.
67%Compute data, such as gear dimensions or machine settings, applying knowledge of shop mathematics.
57%Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.
53%Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

15 of 15 at risk
88%Record times that parts are removed from furnaces to document that objects have attained specified temperatures for specified times.
86%Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated.
85%Determine flame temperatures, current frequencies, heating cycles, and induction heating coils needed, based on degree of hardness required and properties of stock to be treated.
85%Determine types and temperatures of baths and quenching media needed to attain specified part hardness, toughness, and ductility, using heat-treating charts and knowledge of methods, equipment, and metals.
67%Examine parts to ensure metal shades and colors conform to specifications, using knowledge of metal heat-treating.

Wage Comparison

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic earns +$1,390(+3%) vs Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Multiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticHeat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
10th
$34,130$35,260
25th
$38,320$39,900
Median
$46,060$47,450
75th
$56,220$56,330
90th
$72,850$64,290

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic20282035
Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$28,511

from $46,060

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

$26,259

from $47,450

After adjusting for AI risk, Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic offers $2,252 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Multiple

0

Unique to Heat

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
Multiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticHeat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic