Takeover Tracker

Side-by-Side Comparison

MetricHeat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score44.7%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile91th78th
Tasks at Risk (>50%)15 / 158 / 15
Median Salary$47,450$49,500
Employment15K54K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Handling and Moving Objects
Establishing and Maintaining Interpersonal Relationships
Operating Vehicles, Mechanized Devices, or Equipment
Mechanical
Monitor Processes, Materials, or Surroundings
Gross Body Equilibrium
Operation and Control
Making Decisions and Solving Problems
Getting Information
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Heat Treating Equipment 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

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

15 of 15 at risk
88%Record times that parts are removed from furnaces to document that objects have attained specified temperatures for specified times.
86%Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated.
85%Determine flame temperatures, current frequencies, heating cycles, and induction heating coils needed, based on degree of hardness required and properties of stock to be treated.
85%Determine types and temperatures of baths and quenching media needed to attain specified part hardness, toughness, and ductility, using heat-treating charts and knowledge of methods, equipment, and metals.
67%Examine parts to ensure metal shades and colors conform to specifications, using knowledge of metal heat-treating.

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 +$2,050(+4%) vs Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
Heat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
$35,260$35,810
25th
$39,900$41,830
Median
$47,450$49,500
75th
$56,330$61,350
90th
$64,290$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Heat Treating Equipment 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 Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

$26,259

from $47,450

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 $3,793 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Heat

0

Unique to Separating,

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Heat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders