Takeover Tracker

Side-by-Side Comparison

MetricMetal-Refining Furnace Operators and TendersWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
Risk Score44.2%44.6%
Risk TierMedium RiskMedium Risk
Risk Percentile90th90th
Tasks at Risk (>50%)7 / 1511 / 15
Median Salary$55,770$47,060
Employment20K36K

Skill Comparison

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Sorted by largest difference

Production and Processing
Monitor Processes, Materials, or Surroundings
Getting Information
Administration and Management
Documenting/Recording Information
Mechanical
Identifying Objects, Actions, and Events
Public Safety and Security
Operation and Control
Visual Color Discrimination
Control Precision
Operation Monitoring

Protective Factors

Higher values indicate stronger protection against AI displacement

Metal-Refining Furnace Operators and Tenders

26%

total discount

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

11 of 15 at risk
87%Observe meters, gauges, or machine operations to ensure that soldering or brazing processes meet specifications.
87%Compute and record settings for new work, applying knowledge of metal properties, principles of welding, and shop mathematics.
86%Read blueprints, work orders, or production schedules to determine product or job instructions or specifications.
63%Inspect, measure, or test completed metal workpieces to ensure conformance to specifications, using measuring and testing devices.
63%Turn and press knobs and buttons or enter operating instructions into computers to adjust and start welding machines.

Wage Comparison

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders earns -$8,710(-16%) vs Metal-Refining Furnace Operators and Tenders
Metal-Refining Furnace Operators and TendersWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
10th
$38,760$35,780
25th
$46,550$39,480
Median
$55,770$47,060
75th
$65,070$55,870
90th
$80,280$66,190

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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Metal-Refining Furnace Operators and Tenders: Not yetWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders: Not yet