Mostly Resilient

Last Update: 11/4/2026

AI Resilience Score for Service Unit Operators:

53.4%

Median Score

Meaningful human contribution

High

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient service unit operator work in oil and gas is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. 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 service unit operators, 6 of 9 sources had data. The AI exposure sources mostly agreed: AI Resilience Model, Microsoft, and Google ATLAS all rated human contribution as high, while Will Robots Take My Job was more cautious, keeping confidence at medium. Strong hands-on skills push the score up, but a low hiring outlook pulls it down, landing this role at "Mostly Resilient."

AI Resilience Report forService Unit Operators, Oil and Gas

$58,160 median salary•3,800 annual openings•SOC Code: 47-5013.00

Service Unit Operators, Oil and Gas are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.

This career is labeled "Mostly Resilient" because the hands-on, physical parts of the job (like sealing wells, installing pressure-control devices, and threading cables on a rig) still require a real person with mechanical skill and good judgment, and AI simply cannot do those tasks safely on its own. Where AI is making the biggest moves is in the paperwork and monitoring side of things, like generating reports from voice input or spotting equipment problems before they happen, which actually helps workers do their jobs better rather than pushing them out.

Learn more about how you can thrive in this position

This role is mostly resilient

This career is labeled "Mostly Resilient" because the hands-on, physical parts of the job (like sealing wells, installing pressure-control devices, and threading cables on a rig) still require a real person with mechanical skill and good judgment, and AI simply cannot do those tasks safely on its own. Where AI is making the biggest moves is in the paperwork and monitoring side of things, like generating reports from voice input or spotting equipment problems before they happen, which actually helps workers do their jobs better rather than pushing them out.

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Analysis of current AI resilience

Service Unit Operators

Updated quarterly

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More Career Info

Career: Service Unit Operators, Oil and Gas

They help keep oil and gas operations running smoothly by setting up, running, and fixing equipment used in drilling and production.

Alternate Titles

Pulling Unit Operator · Rig Operator · Service Operator · Service Rig Operator · Reverse Unit Operator · Tool Pusher · Well Servicing Rig Operator · Wireline Operator

Employment & Wage Data

Median Wage

$58,160

Jobs (2025)

43,800

Growth (2025-35)

+1.1%

Annual Openings

3,800

Education

No formal educational credential

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

93% ResilienceCore Task

Thread cables through derrick pulleys, using hand tools.

2

92% ResilienceCore Task

Install pressure-control devices onto wellheads.

3

91% ResilienceSupplemental

Perforate well casings or sidewalls of boreholes with explosive charges.

4

90% ResilienceCore Task

Close and seal wells no longer in use.

5

89% ResilienceSupplemental

Operate specialized equipment to remove obstructions by backing off or severing pipes by chemical or explosive action.

6

88% ResilienceCore Task

Drive truck-mounted units to well sites.

7

82% ResilienceSupplemental

Direct drilling crews performing activities such as assembling and connecting pipe, applying weights to drill pipes, or drilling around lodged obstacles.

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.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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