Takeover Tracker
51%high risk
Machine Feeders and Offbearers
vs

37 shared · 7 different

core competencies

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

Side-by-Side Comparison

MetricMachine Feeders and OffbearersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score51.3%41.6%
Risk TierHigh RiskMedium Risk
Risk Percentile98th84th
Tasks at Risk (>50%)11 / 137 / 15
Median Salary$39,700$48,310
Employment47K14K

Skill Comparison

|

Sorted by largest difference

Interacting With Computers
Handling and Moving Objects
Establishing and Maintaining Interpersonal Relationships
Controlling Machines and Processes
Coaching and Developing Others
Updating and Using Relevant Knowledge
Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Machine Feeders and Offbearers

22%

total discount

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

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Machine Feeders and Offbearers

11 of 13 at risk
87%Record production and operational data, such as amount of materials processed.
87%Weigh or measure materials or products to ensure conformance to specifications.
87%Identify and mark materials, products, and samples, following instructions.
67%Add chemicals, solutions, or ingredients to machines or equipment as required by the manufacturing process.
65%Inspect materials and products for defects, and to ensure conformance to specifications.

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.

Wage Comparison

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic earns +$8,610(+22%) vs Machine Feeders and Offbearers
Machine Feeders and OffbearersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$31,480$36,810
25th
$36,020$41,650
Median
$39,700$48,310
75th
$48,220$61,290
90th
$57,010$75,000

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Machine Feeders and Offbearers2028–2035
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Machine Feeders and Offbearers

$19,350

from $39,700

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

$28,203

from $48,310

After adjusting for AI risk, Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic offers $8,854 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Machine

0

Unique to Milling

Combined Protection Strategy

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

Creativity
Decision Complexity
Regulatory Barriers
Social Intelligence
Machine Feeders and OffbearersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Find transitions from Machine Feeders and OffbearersFind transitions from Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic