Takeover Tracker

Side-by-Side Comparison

MetricPetroleum Pump System Operators, Refinery Operators, and GaugersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score43.1%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile88th78th
Tasks at Risk (>50%)13 / 158 / 15
Median Salary$97,540$49,500
Employment35K54K

Skill Comparison

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Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Production and Processing
Handling and Moving Objects
Controlling Machines and Processes
Training and Teaching Others
Interacting With Computers
Making Decisions and Solving Problems
Updating and Using Relevant Knowledge
Establishing and Maintaining Interpersonal Relationships
Judging the Qualities of Things, Services, or People
Identifying Objects, Actions, and Events
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Petroleum Pump System Operators, Refinery Operators, and Gaugers

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

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.

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

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders earns -$48,040(-49%) vs Petroleum Pump System Operators, Refinery Operators, and Gaugers
Petroleum Pump System Operators, Refinery Operators, and GaugersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
$59,790$35,810
25th
$77,970$41,830
Median
$97,540$49,500
75th
$104,660$61,350
90th
$112,920$75,860

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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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Petroleum Pump System Operators, Refinery Operators, and Gaugers: Not yetSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders: Not yet