Takeover Tracker
vs

58 shared · 25 different

core competencies

Side-by-Side Comparison

MetricComputer-Controlled Machine Tool Operators, Metal and PlasticEngine and Other Machine Assemblers
Risk Score39.9%38.2%
Risk TierMedium RiskMedium Risk
Risk Percentile80th76th
Tasks at Risk (>50%)9 / 158 / 12
Median SalaryN/A$52,540
EmploymentN/A38K

Skill Comparison

|

Sorted by largest difference

Physics
Interacting With Computers
MathematicsAI-Vulnerable
Handling and Moving Objects
Hearing Sensitivity
Auditory Attention
Communicating with Supervisors, Peers, or Subordinates
Reaction Time
Rate Control
MonitoringAI-Augmented
Critical ThinkingAI-Augmented
Operation Monitoring

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer-Controlled Machine Tool Operators, Metal and Plastic

29%

total discount

Engine and Other Machine Assemblers

26%

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.

Engine and Other Machine Assemblers

8 of 12 at risk
84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

Wage Comparison

Computer-Controlled Machine Tool Operators, Metal and PlasticEngine and Other Machine Assemblers
10th
N/A$37,950
25th
N/A$42,790
Median
N/A$52,540
75th
N/A$70,050
90th
N/A$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Computer-Controlled Machine Tool Operators, Metal and Plastic20282035
Engine and Other Machine Assemblers20282035
20242030203520402045

Engine and Other Machine Assemblers 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 Engine

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 PlasticEngine and Other Machine Assemblers