Takeover Tracker

Side-by-Side Comparison

MetricMultiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score38.1%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile75th78th
Tasks at Risk (>50%)5 / 158 / 15
Median Salary$46,060$49,500
Employment130K54K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
MathematicsAI-Vulnerable
Mechanical
Control Precision
Identifying Objects, Actions, and Events
Engineering and Technology
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

25%

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

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

5 of 15 at risk
86%Write programs for computer numerical control (CNC) machines to cut metal and plastic materials.
84%Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.
67%Compute data, such as gear dimensions or machine settings, applying knowledge of shop mathematics.
57%Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.
53%Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.

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 +$3,440(+7%) vs Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Multiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
$34,130$35,810
25th
$38,320$41,830
Median
$46,060$49,500
75th
$56,220$61,350
90th
$72,850$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic20282035
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders20282035
20242030203520402045

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$28,511

from $46,060

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 $1,540 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Multiple

0

Unique to Separating,

Combined Protection Strategy

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

Creativity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Multiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders