Last Update: 3/13/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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.
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
They help keep oil and gas operations running smoothly by assembling equipment, maintaining machinery, and cleaning work areas.
This role is evolving
The career of roustabouts in the oil and gas industry is labeled as "Evolving" because robots are starting to help with the toughest and most repetitive tasks, like handling heavy drill pipes. While some dangerous jobs are becoming safer and more efficient with robots, many tasks still need the skill and flexibility of human workers, such as quick clean-ups or unexpected repairs.
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 evolving
The career of roustabouts in the oil and gas industry is labeled as "Evolving" because robots are starting to help with the toughest and most repetitive tasks, like handling heavy drill pipes. While some dangerous jobs are becoming safer and more efficient with robots, many tasks still need the skill and flexibility of human workers, such as quick clean-ups or unexpected repairs.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Roustabouts, Oil and Gas
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
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.

AI in the real world
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.

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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
Cut down and remove trees and brush to clear drill sites, to reduce fire hazards, and to make way for roads to sites.
Guide cranes to move loads about decks.
Bolt or nail together wood or steel framework to erect derricks.
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.
Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.
Supply equipment to rig floors as requested, and provide assistance to roughnecks.
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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