Takeover Tracker

Side-by-Side Comparison

MetricPetroleum Pump System Operators, Refinery Operators, and GaugersExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Risk Score43.1%42.9%
Risk TierMedium RiskMedium Risk
Risk Percentile88th87th
Tasks at Risk (>50%)13 / 158 / 15
Median Salary$97,540$45,130
Employment35K57K

Skill Comparison

|

Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Identifying Objects, Actions, and Events
Handling and Moving Objects
Production and Processing
Making Decisions and Solving Problems
Training and Teaching Others
Performing General Physical Activities
Analyzing Data or Information
Evaluating Information to Determine Compliance with Standards
Flexibility of Closure
Operation Monitoring
Interacting With Computers

Protective Factors

Higher values indicate stronger protection against AI displacement

Petroleum Pump System Operators, Refinery Operators, and Gaugers

29%

total discount

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Petroleum Pump System Operators, Refinery Operators, and Gaugers

13 of 15 at risk
88%Read automatic gauges at specified intervals to determine the flow rate of oil into or from tanks, and the amount of oil in tanks.
88%Prepare calculations for receipts and deliveries of oil and oil products.
86%Monitor process indicators, instruments, gauges, and meters to detect and report any possible problems.
85%Operate control panels to coordinate and regulate process variables such as temperature and pressure, and to direct product flow rate, according to process schedules.
80%Verify that incoming and outgoing products are moving through the correct meters, and that meters are working properly.

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

8 of 15 at risk
87%Notify supervisors when extruded filaments fail to meet standards.
87%Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
86%Monitor machine operations and observe lights and gauges to detect malfunctions.
85%Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
85%Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.

Wage Comparison

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders earns -$52,410(-54%) vs Petroleum Pump System Operators, Refinery Operators, and Gaugers
Petroleum Pump System Operators, Refinery Operators, and GaugersExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
10th
$59,790$34,790
25th
$77,970$38,410
Median
$97,540$45,130
75th
$104,660$51,970
90th
$112,920$64,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Petroleum Pump System Operators, Refinery Operators, and Gaugers20282035
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders20282035
20242030203520402045

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders has a longer runway before significant displacement, projected 0 years later than Petroleum Pump System Operators, Refinery Operators, and Gaugers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Petroleum Pump System Operators, Refinery Operators, and Gaugers

$55,491

from $97,540

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

$25,774

from $45,130

After adjusting for AI risk, Petroleum Pump System Operators, Refinery Operators, and Gaugers offers $29,717 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Petroleum

0

Unique to Extruding,

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Decision Complexity
Petroleum Pump System Operators, Refinery Operators, and GaugersExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders