Takeover Tracker
vs

76 shared · 12 different

core competencies

Side-by-Side Comparison

MetricComputer-Controlled Machine Tool Operators, Metal and PlasticPump Operators, Except Wellhead Pumpers
Risk Score39.9%43.5%
Risk TierMedium RiskMedium Risk
Risk Percentile80th89th
Tasks at Risk (>50%)9 / 156 / 14
Median SalaryN/A$60,020
EmploymentN/A13K

Skill Comparison

|

Sorted by largest difference

Public Safety and Security
Evaluating Information to Determine Compliance with Standards
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Controlling Machines and Processes
MathematicsAI-Vulnerable
Hearing Sensitivity
Physics
Updating and Using Relevant Knowledge
Repairing and Maintaining Mechanical Equipment
Equipment Selection
Quality Control Analysis
Perceptual Speed

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer-Controlled Machine Tool Operators, Metal and Plastic

29%

total discount

Pump Operators, Except Wellhead Pumpers

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.

Pump Operators, Except Wellhead Pumpers

6 of 14 at risk
88%Record operating data such as products and quantities pumped, stocks used, gauging results, and operating times.
86%Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary.
86%Read operating schedules or instructions or receive verbal orders to determine amounts to be pumped.
78%Communicate with other workers, using signals, radios, or telephones, to start and stop flows of materials or substances.
77%Test materials and solutions, using testing equipment.

Wage Comparison

Computer-Controlled Machine Tool Operators, Metal and PlasticPump Operators, Except Wellhead Pumpers
10th
N/A$37,850
25th
N/A$47,270
Median
N/A$60,020
75th
N/A$75,160
90th
N/A$89,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Computer-Controlled Machine Tool Operators, Metal and Plastic20282035
Pump Operators, Except Wellhead Pumpers20282035
20242030203520402045

Computer-Controlled Machine Tool Operators, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Pump Operators, Except Wellhead Pumpers.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Computer-Controlled

0

Unique to Pump

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Decision Complexity
Fine Manipulation
Computer-Controlled Machine Tool Operators, Metal and PlasticPump Operators, Except Wellhead Pumpers