Pourers and Casters, Metal vs Pump Operators, Except Wellhead Pumpers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Pourers and Casters, Metal

68 shared · 6 different

core competencies

medium risk

Pump Operators, Except Wellhead Pumpers

Side-by-Side Comparison

Pourers and Casters, Metal leads 4–1

Metric	Pourers and Casters, Metal	Pump Operators, Except Wellhead Pumpers
Risk Score	37.7%	43.5%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	74th	89th
Tasks at Risk (>50%)	5 / 15	6 / 14
Median Salary	$48,940	$60,020
Employment	6K	13K

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

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pourers and Casters, Metal2028–2035

Pump Operators, Except Wellhead Pumpers2028–2035

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%)

Pourers and Casters, Metal

$30,475

from $48,940

Pump Operators, Except Wellhead Pumpers

$33,893

from $60,020

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

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Pourers

Unique to Pump

Combined Protection Strategy

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

Regulatory Barriers

Fine Manipulation

Decision Complexity

Creativity

Pourers and Casters, MetalPump Operators, Except Wellhead Pumpers

Find transitions from Pourers and Casters, Metal Find transitions from Pump Operators, Except Wellhead Pumpers