Takeover Tracker

vs

68 shared · 6 different

core competencies

Side-by-Side Comparison

MetricPourers and Casters, MetalPump Operators, Except Wellhead Pumpers
Risk Score37.7%43.5%
Risk TierMedium RiskMedium Risk
Risk Percentile74th89th
Tasks at Risk (>50%)5 / 156 / 14
Median Salary$48,940$60,020
Employment6K13K

Skill Comparison

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Sorted by largest difference

Computers and Electronics
Mechanical
Evaluating Information to Determine Compliance with Standards
Public Safety and Security
Developing Objectives and Strategies
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Pourers and Casters, Metal

27%

total discount

Pump Operators, Except Wellhead Pumpers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

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 +$11,080(+23%) vs Pourers and Casters, Metal
Pourers and Casters, MetalPump Operators, Except Wellhead Pumpers
10th
$37,250$37,850
25th
$41,410$47,270
Median
$48,940$60,020
75th
$59,850$75,160
90th
$68,030$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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