Takeover Tracker

Side-by-Side Comparison

MetricMetal-Refining Furnace Operators and TendersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
Risk Score44.2%41.7%
Risk TierMedium RiskMedium Risk
Risk Percentile90th85th
Tasks at Risk (>50%)7 / 1512 / 15
Median Salary$55,770$46,890
Employment20K29K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Administration and Management
Monitor Processes, Materials, or Surroundings
Getting Information
Identifying Objects, Actions, and Events
Making Decisions and Solving Problems
Inspecting Equipment, Structures, or Material
Repairing and Maintaining Mechanical Equipment
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Metal-Refining Furnace Operators and Tenders

26%

total discount

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

27%

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.

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

12 of 15 at risk
88%Read work orders to determine production specifications and information.
84%Test samples of materials or products to ensure compliance with specifications, using test equipment.
65%Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.
63%Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.
63%Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.

Wage Comparison

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders earns -$8,880(-16%) vs Metal-Refining Furnace Operators and Tenders
Metal-Refining Furnace Operators and TendersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
10th
$38,760$35,380
25th
$46,550$38,990
Median
$55,770$46,890
75th
$65,070$58,440
90th
$80,280$65,980

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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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