Takeover Tracker

Side-by-Side Comparison

MetricHeat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticCooling and Freezing Equipment Operators and Tenders
Risk Score44.7%43.0%
Risk TierMedium RiskMedium Risk
Risk Percentile91th87th
Tasks at Risk (>50%)15 / 1513 / 15
Median Salary$47,450$40,160
Employment15K7K

Skill Comparison

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Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Documenting/Recording Information
Inspecting Equipment, Structures, or Material
Repairing and Maintaining Mechanical Equipment
Production and Processing
Mechanical
Interpreting the Meaning of Information for Others
English Language
Communicating with Supervisors, Peers, or Subordinates
Organizing, Planning, and Prioritizing Work
Getting Information
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

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

25%

total discount

Cooling and Freezing Equipment Operators and Tenders

28%

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.

Cooling and Freezing Equipment Operators and Tenders

13 of 15 at risk
86%Record temperatures, amounts of materials processed, or test results on report forms.
84%Sample and test product characteristics such as specific gravity, acidity, and sugar content, using hydrometers, pH meters, or refractometers.
69%Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container.
67%Monitor pressure gauges, ammeters, flowmeters, thermometers, or products, and adjust controls to maintain specified conditions, such as feed rate, product consistency, temperature, air pressure, and machine speed.
67%Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.

Wage Comparison

Cooling and Freezing Equipment Operators and Tenders earns -$7,290(-15%) vs Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
Heat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticCooling and Freezing Equipment Operators and Tenders
10th
$35,260$33,710
25th
$39,900$36,150
Median
$47,450$40,160
75th
$56,330$49,150
90th
$64,290$62,760

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic20282035
Cooling and Freezing Equipment Operators and Tenders20282035
20242030203520402045

Cooling and Freezing Equipment 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

Cooling and Freezing Equipment Operators and Tenders

$22,907

from $40,160

After adjusting for AI risk, Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic offers $3,352 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Heat

0

Unique to Cooling

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Heat Treating Equipment Setters, Operators, and Tenders, Metal and PlasticCooling and Freezing Equipment Operators and Tenders