Takeover Tracker
38%medium risk
Pourers and Casters, Metal
vs

68 shared · 6 different

core competencies

43%medium risk
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

Side-by-Side Comparison

MetricPourers and Casters, MetalExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Risk Score37.7%42.9%
Risk TierMedium RiskMedium Risk
Risk Percentile74th87th
Tasks at Risk (>50%)5 / 158 / 15
Median Salary$48,940$45,130
Employment6K57K

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Operating Vehicles, Mechanized Devices, or Equipment
Developing Objectives and Strategies
Controlling Machines and Processes
Scheduling Work and Activities
Reaction Time

Protective Factors

Higher values indicate stronger protection against AI displacement

Pourers and Casters, Metal

27%

total discount

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

26%

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.

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

8 of 15 at risk
87%Notify supervisors when extruded filaments fail to meet standards.
87%Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
86%Monitor machine operations and observe lights and gauges to detect malfunctions.
85%Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
85%Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.

Wage Comparison

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders earns -$3,810(-8%) vs Pourers and Casters, Metal
Pourers and Casters, MetalExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
10th
$37,250$34,790
25th
$41,410$38,410
Median
$48,940$45,130
75th
$59,850$51,970
90th
$68,030$64,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pourers and Casters, Metal2028–2035
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Pourers and Casters, Metal has a longer runway before significant displacement, projected 0 years later than Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Pourers and Casters, Metal

$30,475

from $48,940

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

$25,774

from $45,130

After adjusting for AI risk, Pourers and Casters, Metal offers $4,701 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pourers

0

Unique to Extruding,

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Creativity
Fine Manipulation
Pourers and Casters, MetalExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Find transitions from Pourers and Casters, MetalFind transitions from Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders