Not Very Resilient

Last Update: 10/7/2026

AI Resilience Score for Wellhead Pumpers:

31.9%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Low

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient wellhead pumping is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For wellhead pumpers, five of the eight sources had data. AI exposure was mixed: Microsoft saw the physical, on-site work as staying human, while Will Robots Take My Job rated exposure high and our own model landed in the middle. Weak hiring and pay outlooks pushed the score down, and that mix of disagreement and sparse data kept confidence at medium, leaving this role "Not Very Resilient."

AI Resilience Report forWellhead Pumpers

$69,960 median salary•1,700 annual openings•SOC Code: 53-7073.00

Wellhead Pumpers are less resilient to AI impacts than most occupations, according to our analysis of 5 sources.

Wellhead pumping is labeled "Not Very Resilient" because one of its core functions, monitoring wells for problems like equipment failures and pressure changes, is being taken over rapidly by AI systems that can watch dozens or even hundreds of wells at once, doing the work that used to require a pumper driving from site to site. This means fewer workers are needed to cover the same amount of ground, and the financial incentives for oil companies to keep adopting these tools are enormous (think $230 billion in potential value).

Learn more about how you can thrive in this position

This role is not very resilient

Wellhead pumping is labeled "Not Very Resilient" because one of its core functions, monitoring wells for problems like equipment failures and pressure changes, is being taken over rapidly by AI systems that can watch dozens or even hundreds of wells at once, doing the work that used to require a pumper driving from site to site. This means fewer workers are needed to cover the same amount of ground, and the financial incentives for oil companies to keep adopting these tools are enormous (think $230 billion in potential value).

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Analysis of current AI resilience

Wellhead Pumpers

Updated quarterly

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Latest AI news for Wellhead Pumpers

These articles provide valuable insights into the evolving role of Wellhead Pumpers in an AI-enhanced industry. For instance, the piece from careerexplorer.com highlights that while AI may automate certain tasks, it won't fully replace Wellhead Pumpers, emphasizing the need for adaptability. Additionally, the ogj.com article discusses how AI improves operational efficiency, which can lead to safer working conditions and enhanced job security. By understanding these trends, students can build resilience in their careers, leveraging AI as a tool to enhance their skills rather than viewing it as a threat.

More Career Info

Career: Wellhead Pumpers

They operate and monitor equipment to extract oil or gas from underground, ensuring everything runs smoothly and safely.

Employment & Wage Data

Median Wage

$69,960

Jobs (2025)

18,400

Growth (2025-35)

-2.0%

Annual Openings

1,700

Education

High school diploma or equivalent

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

92% ResilienceSupplemental

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

2

91% ResilienceSupplemental

Change water filters.

3

90% ResilienceSupplemental

Attach pumps and hoses to wellheads.

4

88% ResilienceCore Task

Perform routine maintenance on vehicles and equipment.

5

88% ResilienceSupplemental

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

6

86% ResilienceSupplemental

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

7

85% ResilienceCore Task

Repair gas and oil meters and gauges.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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