CLOSE
The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
Navigate your career with your free AI Career Coach. Research-backed, designed with career experts.
The AI Resilience Report is a project from CareerVillage®, a registered 501(c)(3) nonprofit.
Last Update: 4/23/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
Roustabouts, Oil and Gas are somewhat less resilient to AI impacts than most occupations, according to our analysis of 5 sources.
The career of roustabouts in the oil and gas industry is labeled as "Somewhat Resilient" because while robots are starting to take over some repetitive and heavy tasks like pipe handling, many jobs still require human skills such as quick thinking and adaptability for unexpected tasks. These jobs, like cleaning or making repairs, are hard to automate because they need a human's touch and decision-making.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is somewhat resilient
The career of roustabouts in the oil and gas industry is labeled as "Somewhat Resilient" because while robots are starting to take over some repetitive and heavy tasks like pipe handling, many jobs still require human skills such as quick thinking and adaptability for unexpected tasks. These jobs, like cleaning or making repairs, are hard to automate because they need a human's touch and decision-making.
Read full analysisAnalysis of Current AI Resilience
Roustabouts, Oil and Gas
Updated Quarterly • Last Update: 2/17/2026

Oilfield roustabouts still do a lot by hand, but some pipeline tasks are seeing robots. For example, companies like Robotic Drilling Systems (RDS) have built fully automated drill floors. Their system uses electric “roughnecks” and robotic pipe handlers to move heavy drill pipe and bolt connections, tasks once done by workers with wrenches [1] [2].
In fact, press reports note these robots can flip 3-meter pipes with 1 mm precision and apply the torque to make up and break out joints [2] [2]. These machines remove many repeating, dangerous steps from drilling. By contrast, general housekeeping tasks (like sweeping or oil-field deck tidy-up) are not yet automated.
Most cleaning is still done by people. (Some research drones or crawlers can scrub or wash exposed surfaces on rigs, but that technology is mostly in testing or very specialized use [3].) Similarly, routine assembly tasks like bolting engine/pump parts are usually done by hand (sometimes with power tools); there are no widely used “AI bolt-tighteners” for general maintenance yet. In short, heavy lifting and pipe-handling tasks are increasingly robot-aided [1] [2], but many hands-on jobs remain human-led for now.

Robots look attractive because they can boost safety and cut costs, but adoption is mixed. Big oil companies (Shell, Total, etc.) are already funding robot systems for drilling [1]; a report noted RDS’s rigs could save ~40 days of drilling a year, with robots paying back in 1–2 years [2]. On the plus side, removing workers from dangerous heights or heavy tasks can slash injury risk (Rigzone estimates robotics can cut high-exposure work by up to ~70–90% ).
On the downside, the gear is very expensive and must meet tough safety rules. Offshore robots need explosion-proof certification and must work in wind, salt spray and tight spaces [3] [3]. When oil prices fall, companies often delay big equipment buys.
Also, many roustabout jobs are unpredictable – human skill and flexibility are hard to replace. For example, it’s difficult to automate a quick clean-up or an odd repair. Given these trade-offs, the industry is slowly adding robot helpers for the hardest, most repetitive tasks, while people keep doing the varied work.
In the long run, workers who learn to work with these machines – doing inspections, managing robots, or handling complex fixes – will stay in demand.

Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.
They help keep oil and gas operations running smoothly by assembling equipment, maintaining machinery, and cleaning work areas.
Median Wage
$47,510
Jobs (2024)
46,000
Growth (2024-34)
+2.5%
Annual Openings
4,300
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Dig drainage ditches around wells and storage tanks.
Dig holes, set forms, and mix and pour concrete into forms to make foundations for wood or steel derricks.
Bolt together pump and engine parts.
Cut down and remove trees and brush to clear drill sites, to reduce fire hazards, and to make way for roads to sites.
Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.
Dismantle and repair oil field machinery, boilers, and steam engine parts, using hand tools and power tools.
Clean up spilled oil by bailing it into barrels.
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.

© 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
The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.