Takeover Tracker
vs

56 shared · 6 different

core competencies

Side-by-Side Comparison

MetricPourers and Casters, MetalTextile Bleaching and Dyeing Machine Operators and Tenders
Risk Score37.7%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile74th82th
Tasks at Risk (>50%)5 / 158 / 15
Median Salary$48,940$37,320
Employment6K6K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Mechanical
Scheduling Work and Activities
Inspecting Equipment, Structures, or Material
Chemistry

Protective Factors

Higher values indicate stronger protection against AI displacement

Pourers and Casters, Metal

27%

total discount

Textile Bleaching and Dyeing Machine 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.

Textile Bleaching and Dyeing Machine Operators and Tenders

8 of 15 at risk
88%Record production information such as fabric yardage processed, temperature readings, fabric tensions, and machine speeds.
86%Monitor factors such as temperatures and dye flow rates to ensure that they are within specified ranges.
84%Observe display screens, control panels, equipment, and cloth entering or exiting processes to determine if equipment is operating correctly.
78%Test solutions used to process textile goods to detect variations from standards.
63%Key in processing instructions to program electronic equipment.

Wage Comparison

Textile Bleaching and Dyeing Machine Operators and Tenders earns -$11,620(-24%) vs Pourers and Casters, Metal
Pourers and Casters, MetalTextile Bleaching and Dyeing Machine Operators and Tenders
10th
$37,250$28,990
25th
$41,410$32,350
Median
$48,940$37,320
75th
$59,850$43,230
90th
$68,030$47,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pourers and Casters, Metal20282035
Textile Bleaching and Dyeing Machine Operators and Tenders20282035
20242030203520402045

Pourers and Casters, Metal has a longer runway before significant displacement, projected 0 years later than Textile Bleaching and Dyeing Machine Operators and Tenders.

Risk-Adjusted Salary

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

Pourers and Casters, Metal

$30,475

from $48,940

Textile Bleaching and Dyeing Machine Operators and Tenders

$22,198

from $37,320

After adjusting for AI risk, Pourers and Casters, Metal offers $8,277 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pourers

0

Unique to Textile

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Regulatory Barriers
Creativity
Pourers and Casters, MetalTextile Bleaching and Dyeing Machine Operators and Tenders