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

68 shared · 7 different

core competencies

43%medium risk
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

MetricCooling and Freezing Equipment Operators and TendersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score43.0%43.2%
Risk TierMedium RiskMedium Risk
Risk Percentile87th88th
Tasks at Risk (>50%)13 / 1513 / 15
Median Salary$40,160$45,190
Employment7K70K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Control Precision
Operating Vehicles, Mechanized Devices, or Equipment
Education and Training
Public Safety and Security
Inspecting Equipment, Structures, or Material
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooling and Freezing Equipment Operators and Tenders

28%

total discount

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

24%

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.

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

13 of 15 at risk
86%Compute machine indexings and settings for specified dimensions and base reference points.
86%Maintain stocks of machine parts and machining tools.
85%Select machine tooling to be used, using knowledge of machine and production requirements.
84%Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.
61%Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.

Wage Comparison

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns +$5,030(+13%) vs Cooling and Freezing Equipment Operators and Tenders
Cooling and Freezing Equipment Operators and TendersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$33,710$34,980
25th
$36,150$38,420
Median
$40,160$45,190
75th
$49,150$51,380
90th
$62,760$61,550

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooling and Freezing Equipment Operators and Tenders2028–2035
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic2028–2035
20242030203520402045

Cooling and Freezing Equipment Operators and Tenders has a longer runway before significant displacement, projected 0 years later than Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Cooling and Freezing Equipment Operators and Tenders

$22,907

from $40,160

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$25,681

from $45,190

After adjusting for AI risk, Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic offers $2,774 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cooling

0

Unique to Grinding,

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Regulatory Barriers
Cooling and Freezing Equipment Operators and TendersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Find transitions from Cooling and Freezing Equipment Operators and TendersFind transitions from Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic