Takeover Tracker

Side-by-Side Comparison

MetricComputer-Controlled Machine Tool Operators, Metal and PlasticCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
Risk Score39.9%41.7%
Risk TierMedium RiskMedium Risk
Risk Percentile80th85th
Tasks at Risk (>50%)9 / 1512 / 15
Median SalaryN/A$46,890
EmploymentN/A29K

Skill Comparison

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Sorted by largest difference

Design
Physics
Interacting With Computers
Engineering and Technology
Updating and Using Relevant Knowledge
MathematicsAI-Vulnerable
Thinking Creatively
Computers and Electronics
Repairing and Maintaining Electronic Equipment
Critical ThinkingAI-Augmented
Chemistry
Production and Processing

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer-Controlled Machine Tool Operators, Metal and Plastic

29%

total discount

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

27%

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.

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

12 of 15 at risk
88%Read work orders to determine production specifications and information.
84%Test samples of materials or products to ensure compliance with specifications, using test equipment.
65%Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.
63%Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.
63%Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.

Wage Comparison

Computer-Controlled Machine Tool Operators, Metal and PlasticCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
10th
N/A$35,380
25th
N/A$38,990
Median
N/A$46,890
75th
N/A$58,440
90th
N/A$65,980

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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