Will pump operators be replaced by AI?
Updated
Pump operators score 29 of 100 for AI exposure. 58% of their task time still needs a person. AI can do 9% today and speed up another 33%.
- 9% AI can do it
- 33% AI helps
- 58% Needs a person
Low exposure
Lower than 64% of the 923 occupations we scored.
Task by task
We graded 14 tasks, listed here from most to least exposed. AI can do 1 of them today, speeds up 4 and leaves 9 to people.
| Task | AI exposure |
|---|---|
| Record operating data such as products and quantities pumped, stocks used, gauging results, and operating times. Logging pumped volumes and times is routine digital data entry. | 72% AI can do it |
| Read operating schedules or instructions or receive verbal orders to determine amounts to be pumped. AI can read schedules and compute amounts from text. | 55% AI helps |
| Plan movement of products through lines to processing, storage, and shipping units, using knowledge of interconnections and capacities of pipelines, valve manifolds, pumps, and tankage. AI can suggest routing, but planner must verify pipeline constraints. | 45% AI helps |
| Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary. Physical gauge rounds stay on site; AI summarizes sensor alerts. | 30% AI helps |
| Test materials and solutions, using testing equipment. Running test equipment needs hands; AI helps record results. | 25% AI helps |
| Pump two or more materials into one tank to blend mixtures. Blending needs valve work on site; AI helps with recipes. | 20% Needs a person |
| Tend vessels that store substances such as gases, liquids, slurries, or powdered materials, checking levels of substances by using calibrated rods or by reading mercury gauges and tank charts. Physical tank gauging with rods; AI only aids chart calculations. | 18% Needs a person |
| Add chemicals and solutions to tanks to ensure that specifications are met. Hand dosing chemicals is physical; AI can calculate dosages. | 18% Needs a person |
| Communicate with other workers, using signals, radios, or telephones, to start and stop flows of materials or substances. Live radio and phone coordination needs a person present. | 15% Needs a person |
| Collect and deliver sample solutions for laboratory analysis. Physically collecting and carrying samples to the lab. | 10% Needs a person |
Show the other 4 tasks
| Task | AI exposure |
|---|---|
| Turn valves and start pumps to start or regulate flows of substances such as gases, liquids, slurries, or powdered materials. Valve turning and pump starts are physical actions on equipment. | 8% Needs a person |
| Tend auxiliary equipment such as water treatment and refrigeration units, and heat exchangers. Tending chillers and heat exchangers is physical equipment work. | 8% Needs a person |
| Clean, lubricate, and repair pumps and vessels, using hand tools and equipment. Physical cleaning and repair with hand tools on equipment. | 5% Needs a person |
| Connect hoses and pipelines to pumps and vessels prior to material transfer, using hand tools. Hose and pipe connections require hands and physical dexterity. | 3% Needs a person |
How pump operators compare
All occupations (923)
Transportation and material moving (52)
Pay and outlook in the US
- Median pay
- $61,770 a year, May 2025
- People employed
- 9,780 in the US, May 2025
- Projected change in jobs
- +4.3% from 2024 to 2034
Skills to build
- Log pumped volumes and operating times in CMMS
- Run hose and pipeline connections manually on site
- Verify pipeline capacities before each product routing
- Operate valve manifolds and pump starts during blends
- Walk gauge rounds and check SCADA alerts against readings
- Record lab test results in Microsoft Excel and Word
Safer roles nearby
5 related occupations with lower scores.
Questions about pump operators and AI
Will AI replace pump operators?
Partly. About 3 in 10 working hours go to tasks AI can already do, mostly recording operating data and reading schedules to set pump amounts. Valve work, hose connections and gauge rounds stay with people because they need hands on equipment.
Which pump operator tasks is AI taking over?
Recording operating data is the most exposed task, with an exposure score of 72, because logging pumped volumes, stocks and operating times is routine digital entry. Reading schedules to work out amounts to pump scores 55, since AI can read those instructions and compute the figures from text.
Which pump operator tasks stay human?
Connecting hoses and pipelines scores 3 on exposure, the lowest in the job, because it needs hands and physical dexterity on equipment. Turning valves and starting pumps scores 8, and radio and phone coordination with other workers scores 15, since each needs a person present on site.
How can pump operators stay valuable?
Learn how SCADA alerts map to valves on your line, then check each alert with a physical gauge round. Keep CMMS work orders complete so repair and pump histories stay accurate. Verify every AI routing suggestion against pipeline capacities before a transfer starts. Build hands-on skill with manifold blending and hose connections, since those stay with people.
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