Takeover Tracker

vs

66 shared · 10 different

core competencies

Side-by-Side Comparison

MetricMetal-Refining Furnace Operators and TendersPump Operators, Except Wellhead Pumpers
Risk Score44.2%43.5%
Risk TierMedium RiskMedium Risk
Risk Percentile90th89th
Tasks at Risk (>50%)7 / 156 / 14
Median Salary$55,770$60,020
Employment20K13K

Skill Comparison

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Sorted by largest difference

Computers and Electronics
Processing Information
Evaluating Information to Determine Compliance with Standards
Controlling Machines and Processes
Public Safety and Security
Interacting With Computers
Mechanical
Administration and Management
English Language
Control Precision

Protective Factors

Higher values indicate stronger protection against AI displacement

Metal-Refining Furnace Operators and Tenders

26%

total discount

Pump Operators, Except Wellhead Pumpers

28%

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.

Pump Operators, Except Wellhead Pumpers

6 of 14 at risk
88%Record operating data such as products and quantities pumped, stocks used, gauging results, and operating times.
86%Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary.
86%Read operating schedules or instructions or receive verbal orders to determine amounts to be pumped.
78%Communicate with other workers, using signals, radios, or telephones, to start and stop flows of materials or substances.
77%Test materials and solutions, using testing equipment.

Wage Comparison

Pump Operators, Except Wellhead Pumpers earns +$4,250(+8%) vs Metal-Refining Furnace Operators and Tenders
Metal-Refining Furnace Operators and TendersPump Operators, Except Wellhead Pumpers
10th
$38,760$37,850
25th
$46,550$47,270
Median
$55,770$60,020
75th
$65,070$75,160
90th
$80,280$89,660

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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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