Takeover Tracker

Side-by-Side Comparison

MetricComputer-Controlled Machine Tool Operators, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score39.9%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile80th78th
Tasks at Risk (>50%)9 / 158 / 15
Median SalaryN/A$49,500
EmploymentN/A54K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Mechanical
Updating and Using Relevant Knowledge
MathematicsAI-Vulnerable
Repairing and Maintaining Electronic Equipment
Repairing and Maintaining Mechanical Equipment
Engineering and Technology
Establishing and Maintaining Interpersonal Relationships
Hearing Sensitivity
Auditory Attention
Physics
Critical ThinkingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer-Controlled Machine Tool Operators, Metal and Plastic

29%

total discount

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

25%

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.

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

8 of 15 at risk
86%Monitor material flow or instruments such as temperature or pressure gauges, indicators, or meters to ensure optimal processing conditions.
65%Test samples to determine viscosity, acidity, specific gravity, or degree of concentration, using test equipment such as viscometers, pH meters, or hydrometers.
57%Examine samples to verify qualities such as clarity, cleanliness, consistency, dryness, or texture.
57%Inspect machines or equipment for hazards, operating efficiency, malfunctions, wear, or leaks.
53%Set up or adjust machine controls to regulate conditions such as material flow, temperature, or pressure.

Wage Comparison

Computer-Controlled Machine Tool Operators, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
N/A$35,810
25th
N/A$41,830
Median
N/A$49,500
75th
N/A$61,350
90th
N/A$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Computer-Controlled Machine Tool Operators, Metal and Plastic20282035
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders20282035
20242030203520402045

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders has a longer runway before significant displacement, projected 0 years later than Computer-Controlled Machine Tool Operators, Metal and Plastic.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Computer-Controlled

0

Unique to Separating,

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Computer-Controlled Machine Tool Operators, Metal and PlasticSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders