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AI Risk Comparison

Petroleum Pump System Operators, Refinery Operators, and Gaugers vs Food Batchmakers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Petroleum Pump System Operators, Refinery Operators, and Gaugers
Higher risk
Food Batchmakers
Risk gap
0 points
Production & ManufacturingO*NET: 51-8093.00

Petroleum Pump System Operators, Refinery Operators, and Gaugers

Operate or control petroleum refining or processing units. May specialize in controlling manifold and pumping systems, gauging or testing oil in storage tanks, or regulating the flow of oil into pipelines.

AI Risk Score

86/100
Critical

High risk: many core tasks are exposed to automation.

Automation factors

  • Signal other workers by telephone or radio to operate pumps, open and close valves, and check temperatures.
  • Maintain and repair equipment, or report malfunctioning equipment to supervisors so that repairs can be scheduled.
  • Monitor process indicators, instruments, gauges, and meters to detect and report any possible problems.
  • Monitoring Processes, Materials, or Surroundings
  • Documenting/Recording Information

Top skills

Operations Monitoring4.00/5
Operation and Control3.75/5
Monitoring3.62/5
Reading Comprehension3.50/5
Speaking3.12/5

Recommended career pivots

Gas Plant Operators88/100Gas Compressor and Gas Pumping Station Operators86/100Wellhead Pumpers86/100Power Plant Operators84/100Chemical Plant and System Operators87/100
Production & ManufacturingO*NET: 51-3092.00

Food Batchmakers

Set up and operate equipment that mixes or blends ingredients used in the manufacturing of food products. Includes candy makers and cheese makers.

AI Risk Score

86/100
Critical

High risk: many core tasks are exposed to automation.

Automation factors

  • Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.
  • Clean and sterilize vats and factory processing areas.
  • Set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.
  • Monitoring Processes, Materials, or Surroundings
  • Documenting/Recording Information

Top skills

Operations Monitoring3.25/5
Reading Comprehension3.12/5
Critical Thinking3.12/5
Active Listening3.00/5
Speaking3.00/5

Recommended career pivots

Food Cooking Machine Operators and Tenders87/100Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders85/100Mixing and Blending Machine Setters, Operators, and Tenders86/100Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders81/100Bakers87/100

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