Takeover Tracker
vs

63 shared · 8 different

core competencies

Side-by-Side Comparison

MetricCutting and Slicing Machine Setters, Operators, and TendersPourers and Casters, Metal
Risk Score40.0%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile81th74th
Tasks at Risk (>50%)9 / 155 / 15
Median Salary$45,700$48,940
Employment48K6K

Skill Comparison

|

Sorted by largest difference

Scheduling Work and Activities
Public Safety and Security
Handling and Moving Objects
Finger Dexterity
Developing Objectives and Strategies
Inspecting Equipment, Structures, or Material
Quality Control Analysis
Visual Color Discrimination

Protective Factors

Higher values indicate stronger protection against AI displacement

Cutting and Slicing Machine Setters, Operators, and Tenders

26%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cutting and Slicing Machine Setters, Operators, and Tenders

9 of 15 at risk
86%Maintain production records, such as quantities, types, and dimensions of materials produced.
84%Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment.
77%Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales.
60%Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.
53%Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material.

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 +$3,240(+7%) vs Cutting and Slicing Machine Setters, Operators, and Tenders
Cutting and Slicing Machine Setters, Operators, and TendersPourers and Casters, Metal
10th
$34,890$37,250
25th
$38,540$41,410
Median
$45,700$48,940
75th
$52,000$59,850
90th
$60,430$68,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cutting and Slicing Machine Setters, Operators, and Tenders20282035
Pourers and Casters, Metal20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Cutting and Slicing Machine Setters, Operators, and Tenders

$27,397

from $45,700

Pourers and Casters, Metal

$30,475

from $48,940

After adjusting for AI risk, Pourers and Casters, Metal offers $3,078 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cutting

0

Unique to Pourers

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Creativity
Cutting and Slicing Machine Setters, Operators, and TendersPourers and Casters, Metal