Petroleum Pump System Operators, Refinery Operators, and Gaugers vs Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Petroleum Pump System Operators, Refinery Operators, and Gaugers

54 shared · 28 different

core competencies

medium risk

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

Side-by-Side Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders leads 4–1

Metric	Petroleum Pump System Operators, Refinery Operators, and Gaugers	Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
Risk Score	43.1%	42.7%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	88th	87th
Tasks at Risk (>50%)	13 / 15	10 / 15
Median Salary	$97,540	$42,730
Employment	35K	20K

Skill Comparison

Sorted by largest difference

Mechanical

Monitor Processes, Materials, or Surroundings

Judging the Qualities of Things, Services, or People

Updating and Using Relevant Knowledge

Identifying Objects, Actions, and Events

Reaction Time

Inspecting Equipment, Structures, or Material

Interacting With Computers

Operation Monitoring

MathematicsAI-Vulnerable

Monitoring and Controlling Resources

Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Petroleum Pump System Operators, Refinery Operators, and Gaugers

29%

total discount

Food and Tobacco Roasting, Baking, and Drying Machine 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.

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

10 of 15 at risk

88%Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing.

88%Read work orders to determine quantities and types of products to be baked, dried, or roasted.

84%Observe temperature, humidity, pressure gauges, and product samples and adjust controls, such as thermostats and valves, to maintain prescribed operating conditions for specific stages.

78%Signal coworkers to synchronize flow of materials.

76%Test products for moisture content, using moisture meters.

Wage Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders earns -$54,810(-56%) vs Petroleum Pump System Operators, Refinery Operators, and Gaugers

Petroleum Pump System Operators, Refinery Operators, and GaugersFood and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

10th

$59,790$32,390

25th

$77,970$36,610

Median

$97,540$42,730

75th

$104,660$48,680

90th

$112,920$60,070

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Petroleum Pump System Operators, Refinery Operators, and Gaugers2028–2035

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders2028–2035

20242030203520402045

Food and Tobacco Roasting, Baking, and Drying Machine 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

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

$24,476

from $42,730

After adjusting for AI risk, Petroleum Pump System Operators, Refinery Operators, and Gaugers offers $31,015 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Petroleum

Unique to Food

Combined Protection Strategy

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

Creativity

Fine Manipulation

Decision Complexity

Social Intelligence

Petroleum Pump System Operators, Refinery Operators, and GaugersFood and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

Find transitions from Petroleum Pump System Operators, Refinery Operators, and Gaugers Find transitions from Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders