Takeover Tracker

Side-by-Side Comparison

MetricForging Machine Setters, Operators, and Tenders, Metal and PlasticHeat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
Risk Score35.5%44.7%
Risk TierMedium RiskMedium Risk
Risk Percentile67th91th
Tasks at Risk (>50%)3 / 1315 / 15
Median Salary$49,240$47,450
Employment9K15K

Skill Comparison

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Sorted by largest difference

Mechanical
Static Strength
Stamina
Thinking Creatively
Operation and Control
Engineering and Technology
Controlling Machines and Processes
Operation Monitoring
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

26%

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

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

3 of 13 at risk
84%Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.
80%Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.
61%Measure and inspect machined parts to ensure conformance to product specifications.
49%Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.
49%Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.

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 -$1,790(-4%) vs Forging Machine Setters, Operators, and Tenders, Metal and Plastic
Forging Machine Setters, Operators, and Tenders, Metal and PlasticHeat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
10th
$35,150$35,260
25th
$41,350$39,900
Median
$49,240$47,450
75th
$59,270$56,330
90th
$69,540$64,290

Premium Head-to-Head Analysis

Displacement Timeline Comparison

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

Forging Machine 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%)

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

$31,770

from $49,240

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

$26,259

from $47,450

After adjusting for AI risk, Forging Machine Setters, Operators, and Tenders, Metal and Plastic offers $5,511 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Forging

0

Unique to Heat

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Regulatory Barriers
Forging Machine Setters, Operators, and Tenders, Metal and PlasticHeat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic