Takeover Tracker
vs

63 shared · 9 different

core competencies

Side-by-Side Comparison

MetricCutting and Slicing Machine Setters, Operators, and TendersMetal-Refining Furnace Operators and Tenders
Risk Score40.0%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile81th90th
Tasks at Risk (>50%)9 / 157 / 15
Median Salary$45,700$55,770
Employment48K20K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Getting Information
Finger Dexterity
Production and Processing
Administration and Management
Mechanical
Public Safety and Security
Hearing Sensitivity
Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Cutting and Slicing Machine Setters, Operators, and Tenders

26%

total discount

Metal-Refining Furnace Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cutting and Slicing Machine Setters, Operators, and Tenders

9 of 15 at risk
86%Maintain production records, such as quantities, types, and dimensions of materials produced.
84%Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment.
77%Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales.
60%Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.
53%Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material.

Metal-Refining Furnace Operators and Tenders

7 of 15 at risk
88%Record production data, and maintain production logs.
84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.
74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

Wage Comparison

Metal-Refining Furnace Operators and Tenders earns +$10,070(+22%) vs Cutting and Slicing Machine Setters, Operators, and Tenders
Cutting and Slicing Machine Setters, Operators, and TendersMetal-Refining Furnace Operators and Tenders
10th
$34,890$38,760
25th
$38,540$46,550
Median
$45,700$55,770
75th
$52,000$65,070
90th
$60,430$80,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cutting and Slicing Machine Setters, Operators, and Tenders20282035
Metal-Refining Furnace Operators and Tenders20282035
20242030203520402045

Cutting and Slicing Machine Setters, Operators, and Tenders has a longer runway before significant displacement, projected 0 years later than Metal-Refining Furnace Operators and Tenders.

Risk-Adjusted Salary

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

Cutting and Slicing Machine Setters, Operators, and Tenders

$27,397

from $45,700

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

After adjusting for AI risk, Metal-Refining Furnace Operators and Tenders offers $3,723 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cutting

0

Unique to Metal-Refining

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Cutting and Slicing Machine Setters, Operators, and TendersMetal-Refining Furnace Operators and Tenders