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How a wellhead pumper can use AI, task by task

O*NET 53-7073.00: Wellhead Pumpers14 tasksJob Zone 2: Some preparation

Operate power pumps and auxiliary equipment to produce flow of oil or gas from wells in oil field.

Type your own title and every prompt on this page updates to match. Also called: Field Operator, Lease Attendant, Lease Operator, Oilfield Plant Operator, Pumper, Well Field Technician, Well Head Pumper, Well Tender, Wellhead Pumper.

Where AI fits in this job

AI-ready 0%AI-assist 13%Stays human 87%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 1 AI-assist and 13 human-led tasks out of 14. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Gauge oil and gas production.Crunch the numbers · Daily

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Monitor pumps and flow lines for gas and fluid leaks.Watch & inspect · Daily
  2. Monitor control panels during pumping operations to ensure that materials are being pumped at the correct pressure, density, rate, and concentration.Watch & inspect · Daily
  3. Operate engines and pumps to shut off wells according to production schedules, and to switch flow of oil into storage tanks.Hands-on work · Daily

Skills to build & where you could move ↓

AI can draft these 0

AI produces a usable first pass. You review it, fix it and own it.

None of this job's tasks are here.

AI can help you prep these 1

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Gauge oil and gas production.

Daily

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a wellhead pumper. Part of my job is to gauge oil and gas production.

Context: We use Microsoft Excel; the work draws on mechanical and mathematics.
Items: [products, materials]
Data: [measurements, prices]

Calculate weights, volumes or prices and give formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Weight and volume calculations

Step 1Pick a real example: the next time you gauge oil and gas production (today).
Step 2Fill in [Items] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.5/5 · core task · O*NET work activity: Calculate weights, volumes or other characteristics of materials.. Also involves: Measure equipment outputs..

These stay human 13

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Outdoors in all weather: every day · Hazardous conditions: every day · Frequency of decisions: once a week or more but not every day · Face-to-face discussions: once a week or more but not every day

Monitor pumps and flow lines for gas and fluid leaks.

Daily

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a wellhead pumper. Part of my job is to monitor pumps and flow lines for gas and fluid leaks.

Context: The work draws on mechanical and mathematics.
System: [appliance, CNG system, piping]
Procedure: [leak test method]

Make a leak check sequence and safety steps. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Gas leak check

Step 1Pick a real example: the next time you monitor pumps and flow lines (today).
Step 2Fill in [System] and [Procedure] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.6/5 · core task · O*NET work activity: Inspect gas systems or components to identify leaks or other potential hazards.. Also involves: Monitor equipment operation to ensure proper functioning..

Monitor control panels during pumping operations to ensure that materials are being pumped at the correct pressure, density, rate, and concentration.

Daily

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a wellhead pumper. Part of my job is to monitor control panels during pumping operations to ensure that materials are being pumped at the correct pressure, density, rate, and concentration.

Context: The work draws on mechanical and mathematics.
Vehicle or system: [type]
Gauges and limits: [paste from the operating manual]

Make a scan routine: the order to check, normal ranges, warning signs and first actions. Remind me the official checklist wins.

10-minute exercise: Gauge scan routine

Step 1Pick a real example: the next time you monitor control panels (today).
Step 2Fill in [Vehicle or system] and paste [Gauges and limits].
Step 3Practise the scan order on your next run.

Importance 4.3/5 · core task · O*NET work activity: Monitor equipment gauges or displays to ensure proper operation..

Operate engines and pumps to shut off wells according to production schedules, and to switch flow of oil into storage tanks.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to operate engines and pumps to shut off wells according to production schedules, and to switch flow of oil into storage tanks.

Context: The work draws on mechanical and mathematics.
Transfer: [liquid cargo, fuel]
Equipment: [pumps, valves, hoses]

List line-up, transfer and monitoring steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cargo or fluid transfer

Step 1Pick a real example: the next time you operate engines and pumps (today).
Step 2Fill in [Transfer] and [Equipment] with the real details, then run the prompt.
Step 3Follow your transfer procedure and spill plan.

Importance 4.3/5 · core task · O*NET work activity: Control pumps or pumping equipment..

Start compressor engines and divert oil from storage tanks into compressor units and auxiliary equipment to recover natural gas from oil.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to start compressor engines and divert oil from storage tanks into compressor units and auxiliary equipment to recover natural gas from oil.

Context: The work draws on mechanical and mathematics.
Transfer: [liquid cargo, fuel]
Equipment: [pumps, valves, hoses]

List line-up, transfer and monitoring steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cargo or fluid transfer

Step 1Pick a real example: the next time you start compressor engines and divert oil (today).
Step 2Fill in [Transfer] and [Equipment] with the real details, then run the prompt.
Step 3Follow your transfer procedure and spill plan.

Importance 4.3/5 · core task · O*NET work activity: Control pumps or pumping equipment..

Perform routine maintenance on vehicles and equipment.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to perform routine maintenance on vehicles and equipment.

Context: The work draws on mechanical and mathematics.
Vehicle: [ambulance, truck]
Tasks: [fluids, tyres, lights]

Make a daily check and top-up routine. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Vehicle daily maintenance

Step 1Pick a real example: the next time you perform routine maintenance (this week).
Step 2Fill in [Vehicle] and [Tasks] with the real details, then run the prompt.
Step 3Log issues and report anything you can't fix.

Importance 3.8/5 · core task · O*NET work activity: Maintain vehicles in good working condition..

Open valves to return compressed gas to bottoms of specified wells to repressurize them and force oil to surface.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to open valves to return compressed gas to bottoms of specified wells to repressurize them and force oil to surface.

Context: The work draws on mechanical and mathematics.
Transfer: [liquid cargo, fuel]
Equipment: [pumps, valves, hoses]

List line-up, transfer and monitoring steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cargo or fluid transfer

Step 1Pick a real example: the next time you open valves (today).
Step 2Fill in [Transfer] and [Equipment] with the real details, then run the prompt.
Step 3Follow your transfer procedure and spill plan.

Importance 4.2/5 · O*NET work activity: Control pumps or pumping equipment..

Repair gas and oil meters and gauges.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to repair gas and oil meters and gauges.

Context: The work draws on mechanical and mathematics.
Device: [watch, gauge, instrument]
Fault: [describe]

List diagnosis and repair steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Precision repair

Step 1Pick a real example: the next time you repair gas (this week).
Step 2Fill in [Device] and [Fault] with the real details, then run the prompt.
Step 3Recalibrate and test against a reference after repair.

Importance 4.0/5 · core task · O*NET work activity: Repair precision devices or workpieces..

Supervise oil pumpers and other workers engaged in producing oil from wells.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a wellhead pumper. Part of my job is to supervise oil pumpers and other workers engaged in producing oil from wells.

Context: The work draws on mechanical and mathematics.
Operation: [hauling, ground work]
Crew: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Directing material handling

Step 1Pick a real example: the next time you supervise oil pumpers and other workers (this week).
Step 2Fill in [Operation] and [Crew] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.7/5 · O*NET work activity: Direct material handling or moving activities..

Prepare trucks and equipment necessary for the type of pumping service required.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to prepare trucks and equipment necessary for the type of pumping service required.

Context: The work draws on mechanical and mathematics.
Equipment: [instrument, sensor system]
Purpose: [experiment, data collection]

List set-up, calibration and verification steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Lab or field equipment set-up

Step 1Pick a real example: the next time you prepare trucks and equipment necessary (this week).
Step 2Fill in [Equipment] and [Purpose] with the real details, then run the prompt.
Step 3Run a known standard or test before collecting real data.

Importance 3.9/5 · O*NET work activity: Set up laboratory or field equipment..

Unload and assemble pipes and pumping equipment, using hand tools.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to unload and assemble pipes and pumping equipment, using hand tools.

Context: The work draws on mechanical and mathematics.
Vehicle or equipment: [truck, plow, railcar]
Part: [chains, blades, couplers]

List installation and safety checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Fit equipment parts

Step 1Pick a real example: the next time you unload and assemble pipes and pumping equipment (this week).
Step 2Fill in [Vehicle or equipment] and [Part] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.7/5 · O*NET work activity: Install parts, assemblies, or attachments in transportation or material handling equipment..

Change water filters.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to change water filters.

Context: The work draws on mechanical and mathematics.
Vehicle or equipment: [truck, plow, railcar]
Part: [chains, blades, couplers]

List installation and safety checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Fit equipment parts

Step 1Pick a real example: the next time you change water filters.
Step 2Fill in [Vehicle or equipment] and [Part] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.0/5 · O*NET work activity: Install parts, assemblies, or attachments in transportation or material handling equipment.. Also involves: Install machine or equipment replacement parts..

Attach pumps and hoses to wellheads.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to attach pumps and hoses to wellheads.

Context: The work draws on mechanical and mathematics.
Equipment: [railcars, machinery]
Connections: [air, electrical]

List coupling steps and tests. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Hose coupling check

Step 1Pick a real example: the next time you attach pumps and hoses.
Step 2Fill in [Equipment] and [Connections] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.8/5 · O*NET work activity: Connect hoses to equipment or machinery..

Mix acids, chemicals, or dry cement as required for a specific job.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a wellhead pumper. Part of my job is to mix acids, chemicals, or dry cement as required for a specific job.

Context: The work draws on mechanical and mathematics.
Product: [fertilizer, pesticide, cleaner]
Application: [area, target]

Make a checklist: label rate, mixing order, PPE, and disposal. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Chemical prep checklist

Step 1Pick a real example: the next time you mix acids and chemicals.
Step 2Fill in [Product] and [Application] with the real details, then run the prompt.
Step 3Follow the product label exactly. The label is the law. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 3.8/5 · O*NET work activity: Prepare chemicals for work application..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Operations Monitoringimportance 4.0/5
    Used in: Controlling Machines and Processes
  • Critical Thinkingimportance 3.1/5
    Used in: Repairing and Maintaining Mechanical Equipment
  • Operation and Controlimportance 3.9/5
    Used in: Controlling Machines and Processes
  • Troubleshootingimportance 3.1/5
    Used in: Repairing and Maintaining Mechanical Equipment

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Judgment and Decision Makingimportance 3.1/5
    Used in: Estimating the Quantifiable Characteristics of Products, Events, or Information

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

New tasks appearing in this job

O*NET has started tracking 1 new or updated task here: 0 AI-ready, 0 AI-assist, 1 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Conduct regular inspections of equipment using drones or other advanced technology.

New in O*NET

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a wellhead pumper. Part of my job is to conduct regular inspections of equipment using drones or other advanced technology.

Context: The work draws on mechanical and mathematics.
Equipment: [describe]
Common defects: [list]

Make an inspection checklist and defect log. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Production equipment check

Step 1Pick a real example: the next time you conduct regular inspections of equipment.
Step 2Fill in [Equipment] and [Common defects] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

New O*NET task (05/2025). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Conduct routine and special inspections as required by regulations.” (Aircraft Mechanics and Service Technicians), and was checked by hand. O*NET work activity: Inspect production equipment.. Also involves: Inspect mechanical components of vehicles to identify problems.; Inspect equipment or systems..

Getting into this job

High school diploma is most common (80% of workers)

  • High school or less 82%
  • Certificate or some college 11%
  • Associate's 7%
  • On-the-job training: 3–6 months
  • Related experience: 1–2 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Microsoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft WordSAP software

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