Takeover Tracker

Side-by-Side Comparison

MetricComputer-Controlled Machine Tool Operators, Metal and PlasticCooling and Freezing Equipment Operators and Tenders
Risk Score39.9%43.0%
Risk TierMedium RiskMedium Risk
Risk Percentile80th87th
Tasks at Risk (>50%)9 / 1513 / 15
Median SalaryN/A$40,160
EmploymentN/A7K

Skill Comparison

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Sorted by largest difference

Hearing Sensitivity
Mechanical
MathematicsAI-Vulnerable
Thinking Creatively
Auditory Attention
Analyzing Data or Information
Documenting/Recording Information
Physics
Updating and Using Relevant Knowledge
Computers and Electronics
Reaction Time
Public Safety and Security

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer-Controlled Machine Tool Operators, Metal and Plastic

29%

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

Computer-Controlled Machine Tool Operators, Metal and Plastic

9 of 15 at risk
88%Calculate machine speed and feed ratios and the size and position of cuts.
86%Transfer commands from servers to computer numerical control (CNC) modules, using computer network links.
86%Insert control instructions into machine control units to start operation.
84%Review program specifications or blueprints to determine and set machine operations and sequencing, finished workpiece dimensions, or numerical control sequences.
84%Monitor machine operation and control panel displays and compare readings to specifications to detect malfunctions.

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

Computer-Controlled Machine Tool Operators, Metal and PlasticCooling and Freezing Equipment Operators and Tenders
10th
N/A$33,710
25th
N/A$36,150
Median
N/A$40,160
75th
N/A$49,150
90th
N/A$62,760

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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