Takeover Tracker

Side-by-Side Comparison

MetricPlating and Coating Machine Setters, Operators, and Tenders, Metal and PlasticMetal-Refining Furnace Operators and Tenders
Risk Score37.8%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile75th90th
Tasks at Risk (>50%)11 / 157 / 15
Median Salary$41,600$55,770
Employment32K20K

Skill Comparison

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Sorted by largest difference

Performing General Physical Activities
Design
Reaction Time
Controlling Machines and Processes
Getting Information
Operation Monitoring
Operation and Control
Production and Processing
Control Precision
Rate Control
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

27%

total discount

Metal-Refining Furnace Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

11 of 15 at risk
87%Maintain production records.
86%Read production schedules to determine setups of equipment and machines.
85%Determine sizes and compositions of objects to be plated, and amounts of electrical current and time required.
69%Inspect coated or plated areas for defects, such as air bubbles or uneven coverage.
65%Observe gauges to ensure that machines are operating properly, making adjustments or stopping machines when problems occur.

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 +$14,170(+34%) vs Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic
Plating and Coating Machine Setters, Operators, and Tenders, Metal and PlasticMetal-Refining Furnace Operators and Tenders
10th
$31,940$38,760
25th
$36,620$46,550
Median
$41,600$55,770
75th
$48,990$65,070
90th
$58,320$80,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic20282035
Metal-Refining Furnace Operators and Tenders20282035
20242030203520402045

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic 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%)

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

$25,892

from $41,600

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

After adjusting for AI risk, Metal-Refining Furnace Operators and Tenders offers $5,228 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Plating

0

Unique to Metal-Refining

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Creativity
Plating and Coating Machine Setters, Operators, and Tenders, Metal and PlasticMetal-Refining Furnace Operators and Tenders