Replacemeter

Can AI Replace Petroleum Pump System Operators, Refinery Operators, and Gaugers in 2026?

Lower exposure. AI could handle about 28% of today's petroleum pump system operators, refinery operators, and gaugers tasks by 2036, and there is a 21% chance the number of jobs falls by a fifth or more. AI mostly assists people in this role.

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Timeline

2030
Tasks AI can do
15%
Headcount (2025 = 100)
96
Chance of 20%+ fewer jobs
12% 2030 · 21% 2036
One person could cover, 2036
1.2 roles
0%50%100%2026202820302032203420362026: 7%2027: 8%2028: 10%2029: 12%2030: 15%2031: 18%2032: 21%2033: 24%2034: 26%2035: 27%2036: 28%15%
Share of today's tasks AI can perform
40801202026202820302032203420362026: 992027: 992028: 982029: 972030: 962031: 952032: 942033: 932034: 922035: 912036: 9196
Headcount index, 2025 = 100 (dashed line)

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Similar occupations

Gas Compressor and Gas Pumping Station Operators · Pump Operators, Except Wellhead Pumpers · Chemical Equipment Operators and Tenders · Chemical Plant and System Operators

Based on 24 O*NET tasks for "Petroleum Pump System Operators, Refinery Operators, and Gaugers" (SOC 51-8093.00). LLM alone: 5% of tasks; with AI tools: 34%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10