Takeover Tracker
44%medium risk
Pump Operators, Except Wellhead Pumpers
vs

68 shared · 6 different

core competencies

38%medium risk
Pourers and Casters, Metal

Side-by-Side Comparison

MetricPump Operators, Except Wellhead PumpersPourers and Casters, Metal
Risk Score43.5%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile89th74th
Tasks at Risk (>50%)6 / 145 / 15
Median Salary$60,020$48,940
Employment13K6K

Skill Comparison

|

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

Pump Operators, Except Wellhead Pumpers

28%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Pourers and Casters, Metal earns -$11,080(-18%) vs Pump Operators, Except Wellhead Pumpers
Pump Operators, Except Wellhead PumpersPourers and Casters, Metal
10th
$37,850$37,250
25th
$47,270$41,410
Median
$60,020$48,940
75th
$75,160$59,850
90th
$89,660$68,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pump Operators, Except Wellhead Pumpers2028–2035
Pourers and Casters, Metal2028–2035
20242030203520402045

Pourers and Casters, Metal has a longer runway before significant displacement, projected 0 years later than Pump Operators, Except Wellhead Pumpers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Pump Operators, Except Wellhead Pumpers

$33,893

from $60,020

Pourers and Casters, Metal

$30,475

from $48,940

After adjusting for AI risk, Pump Operators, Except Wellhead Pumpers offers $3,418 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pump

0

Unique to Pourers

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Creativity
Pump Operators, Except Wellhead PumpersPourers and Casters, Metal
Find transitions from Pump Operators, Except Wellhead PumpersFind transitions from Pourers and Casters, Metal