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

56 shared · 9 different

core competencies

38%medium risk
Paper Goods Machine Setters, Operators, and Tenders

Side-by-Side Comparison

MetricPourers and Casters, MetalPaper Goods Machine Setters, Operators, and Tenders
Risk Score37.7%37.5%
Risk TierMedium RiskMedium Risk
Risk Percentile74th74th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$48,940$49,390
Employment6K97K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Establishing and Maintaining Interpersonal Relationships
Analyzing Data or Information
Handling and Moving Objects
Controlling Machines and Processes
Identifying Objects, Actions, and Events
Processing Information
Scheduling Work and Activities
Public Safety and Security

Protective Factors

Higher values indicate stronger protection against AI displacement

Pourers and Casters, Metal

27%

total discount

Paper Goods 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.

Paper Goods Machine Setters, Operators, and Tenders

7 of 15 at risk
61%Stamp products with information such as dates, using hand stamps or automatic stamping devices.
61%Remove finished cores, and stack or place them on conveyors for transfer to other work areas.
59%Start machines and move controls to regulate tension on pressure rolls, to synchronize speed of machine components, and to adjust temperatures of glue or paraffin.
57%Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems.
57%Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension.

Wage Comparison

Paper Goods Machine Setters, Operators, and Tenders earns +$450(+1%) vs Pourers and Casters, Metal
Pourers and Casters, MetalPaper Goods Machine Setters, Operators, and Tenders
10th
$37,250$36,610
25th
$41,410$43,520
Median
$48,940$49,390
75th
$59,850$59,220
90th
$68,030$68,640

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pourers and Casters, Metal2028–2035
Paper Goods Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Paper Goods Machine Setters, Operators, and Tenders has a longer runway before significant displacement, projected 0 years later than Pourers and Casters, Metal.

Risk-Adjusted Salary

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

Pourers and Casters, Metal

$30,475

from $48,940

Paper Goods Machine Setters, Operators, and Tenders

$30,844

from $49,390

After adjusting for AI risk, Paper Goods Machine Setters, Operators, and Tenders offers $369 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pourers

0

Unique to Paper

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Fine Manipulation
Social Intelligence
Pourers and Casters, MetalPaper Goods Machine Setters, Operators, and Tenders
Find transitions from Pourers and Casters, MetalFind transitions from Paper Goods Machine Setters, Operators, and Tenders