Takeover Tracker
42%medium risk
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
vs

42 shared · 8 different

core competencies

37%medium risk
Molding and Casting Workers

Side-by-Side Comparison

MetricMilling and Planing Machine Setters, Operators, and Tenders, Metal and PlasticMolding and Casting Workers
Risk Score41.6%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile84th72th
Tasks at Risk (>50%)7 / 158 / 15
Median Salary$48,310$45,690
Employment14K35K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Handling and Moving Objects
Controlling Machines and Processes
Interacting With Computers
Static Strength
Communicating with Supervisors, Peers, or Subordinates
Mechanical
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

24%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

7 of 15 at risk
88%Compute dimensions, tolerances, and angles of workpieces or machines, according to specifications and knowledge of metal properties and shop mathematics.
88%Record production output.
86%Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.
84%Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
57%Observe milling or planing machine operation and adjust controls to ensure conformance with specified tolerances.

Molding and Casting Workers

8 of 15 at risk
86%Read work orders or examine parts to determine parts or sections of products to be produced.
86%Set the proper operating temperature for each casting.
86%Select sizes and types of molds according to instructions.
61%Engrave or stamp identifying symbols, letters, or numbers on products.
57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Molding and Casting Workers earns -$2,620(-5%) vs Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Milling and Planing Machine Setters, Operators, and Tenders, Metal and PlasticMolding and Casting Workers
10th
$36,810$34,950
25th
$41,650$38,500
Median
$48,310$45,690
75th
$61,290$51,340
90th
$75,000$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic2028–2035
Molding and Casting Workers2028–2035
20242030203520402045

Molding and Casting Workers has a longer runway before significant displacement, projected 0 years later than Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

$28,203

from $48,310

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Molding and Casting Workers offers $604 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Milling

0

Unique to Molding

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Decision Complexity
Milling and Planing Machine Setters, Operators, and Tenders, Metal and PlasticMolding and Casting Workers
Find transitions from Milling and Planing Machine Setters, Operators, and Tenders, Metal and PlasticFind transitions from Molding and Casting Workers