BETA

Updated: Feb 6

AI Career Coach
AI Career Coach

BETA

Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

54.0%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

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.

Summary

The career of Service Unit Operators in Oil and Gas is labeled as "Evolving" because AI and automation are starting to change how some tasks are done. New technologies, like smart pumps and drones, are helping with routine and dangerous jobs, making operations safer and more efficient.

Read full analysis

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info

Summary

The career of Service Unit Operators in Oil and Gas is labeled as "Evolving" because AI and automation are starting to change how some tasks are done. New technologies, like smart pumps and drones, are helping with routine and dangerous jobs, making operations safer and more efficient.

Read full analysis

Contributing Sources

AI Resilience

All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.

CareerVillage.org's AI Resilience Analysis

AI Task Resilience

Learn about this score
Evolving iconEvolving

47.5%

47.5%

Microsoft's Working with AI

AI Applicability

Learn about this score
Stable iconStable

84.8%

84.8%

Will Robots Take My Job

Automation Resilience

Learn about this score
Evolving iconEvolving

59.3%

59.3%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

0.4%

Growth Percentile:

28.4%

Annual Openings:

4.1

Annual Openings Pct:

35.5%

Analysis of Current AI Resilience

Service Unit Operators

Updated Quarterly • Last Update: 11/22/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

In many oilfield service tasks, new technology is starting to help rather than fully replace people. For example, systems like the “Smart Pumper” use sensors and software to run well pumps automatically. The pump speed adjusts to changing fluid levels, which keeps oil flowing smoothly with less hands-on tweaking [1].

These systems also log data so operators can click a button and get automatic production reports instead of writing them by hand [1]. On drilling rigs, companies are even testing robotic arms to do heavy work. For instance, modern rigs can use computer-controlled arms to connect pipe and handle valves that humans used to carry on their shoulders [2].

This kind of automation can reduce danger by keeping workers out of the riskiest areas. Drones and inspection robots are also helping: they can fly around oil rigs or scan pipelines for leaks with cameras and sensors, so people don’t have to climb up in hazardous spots [3].

However, many core tasks still need a human touch. Deciding the best tool to fish out a stuck pipe or carefully installing a pressure-control valve on a wellhead are jobs engineers learn by experience. Similarly, threading cables through pulleys and driving service trucks to well sites remain manual for now.

In short, data-heavy work (like logging pump output and writing reports) is seeing automation, but on-site rig tasks still rely on skilled people’s judgment [1] [2].

Reveal More
AI Adoption

AI Adoption

Oil companies will adopt AI and automation when it clearly makes operations safer or saves money. Many large producers are already exploring AI for predictive maintenance (catching equipment problems before they happen) and for organizing data. In an industry survey, 43% of managers said predictive maintenance is the AI application having the biggest impact today [4].

But making AI work on the rigs is not easy. Respondents in that survey said the hardest part is integrating new AI tools with old machinery and computer systems [4]. Finding enough trained data experts is also a challenge [4].

Economics play a role too. A study on oilfield jobs found that about half of technical tasks could be automated in a couple of decades, but it also stressed that human skills remain important [5] [5]. In other words, AI might do routine monitoring and math, but humans are still needed to solve surprises, persuade team members, or make judgement calls under tough conditions [5].

Rules and safety regulations also slow things down; oil companies won’t trust a new robot or AI until it proves safe and reliable. Overall, AI tools tend to be used first where they boost safety and efficiency (like remote monitoring of pumps or hazard sensors), while hands-on service jobs stay with people for now [4] [5]. This means oilfield operators can look forward to smart helpers for boring or dangerous bits of the job, while their own expertise and teamwork remain crucial to keep wells flowing safely.

Reveal More
Career Village Logo

Help us improve this report.

Tell us if this analysis feels accurate or we missed something.

Share your feedback

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

More Career Info

Career: Service Unit Operators, Oil and Gas

Employment & Wage Data

Median Wage

$57,980

Jobs (2024)

45,200

Growth (2024-34)

+0.4%

Annual Openings

4,100

Education

No formal educational credential

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

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

1

65% ResilienceCore Task

Confer with others to gather information regarding pipe or tool sizes or borehole conditions in wells.

2

65% ResilienceCore Task

Drive truck-mounted units to well sites.

3

65% ResilienceCore Task

Install pressure-control devices onto wellheads.

4

65% ResilienceCore Task

Thread cables through derrick pulleys, using hand tools.

5

65% ResilienceSupplemental

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

6

55% ResilienceCore Task

Close and seal wells no longer in use.

7

55% ResilienceCore Task

Operate controls that raise derricks or level rigs.

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.

AI Career Coach

© 2026 CareerVillage.org. All rights reserved.

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

Built with ❤️ by Sandbox Web