Takeover Tracker
46%medium risk
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
vs

47 shared · 10 different

core competencies

38%medium risk
Pourers and Casters, Metal

Side-by-Side Comparison

MetricCleaning, Washing, and Metal Pickling Equipment Operators and TendersPourers and Casters, Metal
Risk Score46.0%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile93th74th
Tasks at Risk (>50%)6 / 115 / 15
Median Salary$41,460$48,940
Employment14K6K

Skill Comparison

|

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Public Safety and Security
Mechanical
Developing Objectives and Strategies
Documenting/Recording Information
Visual Color Discrimination
Education and Training
Equipment MaintenanceAI-Resistant
Thinking Creatively
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

25%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

6 of 11 at risk
88%Record gauge readings, materials used, processing times, or test results in production logs.
85%Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.
85%Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.
74%Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.
53%Examine and inspect machines to detect malfunctions.

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 +$7,480(+18%) vs Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Cleaning, Washing, and Metal Pickling Equipment Operators and TendersPourers and Casters, Metal
10th
$32,770$37,250
25th
$37,140$41,410
Median
$41,460$48,940
75th
$48,280$59,850
90th
$56,590$68,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders2028–2035
Pourers and Casters, Metal2028–2035
20242030203520402045

Pourers and Casters, Metal has a longer runway before significant displacement, projected 0 years later than Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders.

Risk-Adjusted Salary

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

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

$22,376

from $41,460

Pourers and Casters, Metal

$30,475

from $48,940

After adjusting for AI risk, Pourers and Casters, Metal offers $8,099 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cleaning,

0

Unique to Pourers

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Fine Manipulation
Decision Complexity
Cleaning, Washing, and Metal Pickling Equipment Operators and TendersPourers and Casters, Metal
Find transitions from Cleaning, Washing, and Metal Pickling Equipment Operators and TendersFind transitions from Pourers and Casters, Metal