Takeover Tracker

Side-by-Side Comparison

MetricMilling and Planing Machine Setters, Operators, and Tenders, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score41.6%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile84th78th
Tasks at Risk (>50%)7 / 158 / 15
Median Salary$48,310$49,500
Employment14K54K

Skill Comparison

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Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Monitor Processes, Materials, or Surroundings
Identifying Objects, Actions, and Events
Performing General Physical Activities
Controlling Machines and Processes
Communicating with Supervisors, Peers, or Subordinates
Visual Color Discrimination
Making Decisions and Solving Problems
Analyzing Data or Information
Perceptual Speed

Protective Factors

Higher values indicate stronger protection against AI displacement

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

24%

total discount

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

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.

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

8 of 15 at risk
86%Monitor material flow or instruments such as temperature or pressure gauges, indicators, or meters to ensure optimal processing conditions.
65%Test samples to determine viscosity, acidity, specific gravity, or degree of concentration, using test equipment such as viscometers, pH meters, or hydrometers.
57%Examine samples to verify qualities such as clarity, cleanliness, consistency, dryness, or texture.
57%Inspect machines or equipment for hazards, operating efficiency, malfunctions, wear, or leaks.
53%Set up or adjust machine controls to regulate conditions such as material flow, temperature, or pressure.

Wage Comparison

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders earns +$1,190(+2%) vs Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Milling and Planing Machine Setters, Operators, and Tenders, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
$36,810$35,810
25th
$41,650$41,830
Median
$48,310$49,500
75th
$61,290$61,350
90th
$75,000$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic20282035
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders20282035
20242030203520402045

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders 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

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

$30,051

from $49,500

After adjusting for AI risk, Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders offers $1,848 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Milling

0

Unique to Separating,

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Social Intelligence
Creativity
Milling and Planing Machine Setters, Operators, and Tenders, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders