Takeover Tracker

Side-by-Side Comparison

MetricForging Machine Setters, Operators, and Tenders, Metal and PlasticFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Risk Score35.5%45.4%
Risk TierMedium RiskMedium Risk
Risk Percentile67th92th
Tasks at Risk (>50%)3 / 1310 / 15
Median Salary$49,240$47,010
Employment9K16K

Skill Comparison

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Sorted by largest difference

Production and Processing
MathematicsAI-Vulnerable
Processing Information
Engineering and Technology
Coordinating the Work and Activities of Others
Design
Monitor Processes, Materials, or Surroundings
Identifying Objects, Actions, and Events
Making Decisions and Solving Problems
Judging the Qualities of Things, Services, or People
Visualization
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

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

26%

total discount

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

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.

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

10 of 15 at risk
88%Record gauge readings, test results, and shift production in log books.
87%Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.
86%Monitor equipment operation, gauges, and panel lights to detect deviations from standards.
86%Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.
85%Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.

Wage Comparison

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders earns -$2,230(-5%) vs Forging Machine Setters, Operators, and Tenders, Metal and Plastic
Forging Machine Setters, Operators, and Tenders, Metal and PlasticFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
10th
$35,150$35,010
25th
$41,350$39,250
Median
$49,240$47,010
75th
$59,270$57,840
90th
$69,540$66,190

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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