Takeover Tracker
43%medium risk
Cooling and Freezing Equipment Operators and Tenders
vs

56 shared · 14 different

core competencies

37%medium risk
Molding and Casting Workers

Side-by-Side Comparison

MetricCooling and Freezing Equipment Operators and TendersMolding and Casting Workers
Risk Score43.0%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile87th72th
Tasks at Risk (>50%)13 / 158 / 15
Median Salary$40,160$45,690
Employment7K35K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Controlling Machines and Processes
Monitor Processes, Materials, or Surroundings
Inspecting Equipment, Structures, or Material
Training and Teaching Others
Interacting With Computers
Repairing and Maintaining Mechanical Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Getting Information
Operation and Control
Identifying Objects, Actions, and Events
Operation Monitoring

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooling and Freezing Equipment Operators and Tenders

28%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Molding and Casting Workers earns +$5,530(+14%) vs Cooling and Freezing Equipment Operators and Tenders
Cooling and Freezing Equipment Operators and TendersMolding and Casting Workers
10th
$33,710$34,950
25th
$36,150$38,500
Median
$40,160$45,690
75th
$49,150$51,340
90th
$62,760$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooling and Freezing Equipment Operators and Tenders2028–2035
Molding and Casting Workers2028–2035
20242030203520402045

Molding and Casting Workers has a longer runway before significant displacement, projected 0 years later than Cooling and Freezing Equipment Operators and Tenders.

Risk-Adjusted Salary

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

Cooling and Freezing Equipment Operators and Tenders

$22,907

from $40,160

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Molding and Casting Workers offers $5,900 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cooling

0

Unique to Molding

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Cooling and Freezing Equipment Operators and TendersMolding and Casting Workers
Find transitions from Cooling and Freezing Equipment Operators and TendersFind transitions from Molding and Casting Workers