Takeover Tracker

Side-by-Side Comparison

MetricMolding and Casting WorkersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score37.0%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile72th78th
Tasks at Risk (>50%)8 / 158 / 15
Median Salary$45,690$49,500
Employment35K54K

Skill Comparison

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Sorted by largest difference

Handling and Moving Objects
Identifying Objects, Actions, and Events
Production and Processing
Monitor Processes, Materials, or Surroundings
Making Decisions and Solving Problems
Getting Information
Interacting With Computers
Perceptual Speed

Protective Factors

Higher values indicate stronger protection against AI displacement

Molding and Casting Workers

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

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.

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 +$3,810(+8%) vs Molding and Casting Workers
Molding and Casting WorkersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
$34,950$35,810
25th
$38,500$41,830
Median
$45,690$49,500
75th
$51,340$61,350
90th
$61,050$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Molding and Casting Workers20282035
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders20282035
20242030203520402045

Molding and Casting Workers 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%)

Molding and Casting Workers

$28,808

from $45,690

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 $1,244 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Molding

0

Unique to Separating,

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Creativity
Molding and Casting WorkersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders