Takeover Tracker
vs

57 shared · 9 different

core competencies

Side-by-Side Comparison

MetricWelders, Cutters, and Welder FittersPaper Goods Machine Setters, Operators, and Tenders
Risk Score21.4%37.5%
Risk TierLow RiskMedium Risk
Risk Percentile10th74th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$51,000$49,390
Employment424K97K

Skill Comparison

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Sorted by largest difference

Design
Operating Vehicles, Mechanized Devices, or Equipment
Inspecting Equipment, Structures, or Material
Thinking Creatively
Establishing and Maintaining Interpersonal Relationships
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Administration and Management
Visualization
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Welders, Cutters, and Welder Fitters

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

Welders, Cutters, and Welder Fitters

5 of 15 at risk
84%Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.
77%Mark or tag material with proper job number, piece marks, and other identifying marks as required.
73%Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
57%Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and welding operations.
55%Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.

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 -$1,610(-3%) vs Welders, Cutters, and Welder Fitters
Welders, Cutters, and Welder FittersPaper Goods Machine Setters, Operators, and Tenders
10th
$38,130$36,610
25th
$45,580$43,520
Median
$51,000$49,390
75th
$61,610$59,220
90th
$75,850$68,640

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Welders, Cutters, and Welder Fitters20282035
Paper Goods Machine Setters, Operators, and Tenders20282035
20242030203520402045

Welders, Cutters, and Welder Fitters has a longer runway before significant displacement, projected 0 years later than Paper Goods Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Welders, Cutters, and Welder Fitters

$40,096

from $51,000

Paper Goods Machine Setters, Operators, and Tenders

$30,844

from $49,390

After adjusting for AI risk, Welders, Cutters, and Welder Fitters offers $9,252 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Welders,

0

Unique to Paper

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Decision Complexity
Welders, Cutters, and Welder FittersPaper Goods Machine Setters, Operators, and Tenders