Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

55.3%

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

Roustabouts, Oil and Gas

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.

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Learn more about how you can thrive in this position

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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 analysis

Contributing 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

Learn about this score
Evolving iconEvolving

48.0%

48.0%

Microsoft's Working with AI

AI Applicability

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Stable iconStable

98.8%

98.8%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

30.9%

30.9%

Althoff & Reichardt

Economic Growth

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Evolving iconEvolving

47.7%

47.7%

Medium Demand

Labor Market Outlook

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

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Growth Rate (2024-34):

2.5%

Growth Percentile:

46.4%

Annual Openings:

4,300

Annual Openings Pct:

36.8%

Analysis of Current AI Resilience

Roustabouts, Oil and Gas

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

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.

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AI Adoption

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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More Career Info

Career: Roustabouts, Oil and Gas

Employment & Wage Data

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

Task-Level AI Resilience Scores

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

1

85% ResilienceSupplemental

Cut down and remove trees and brush to clear drill sites, to reduce fire hazards, and to make way for roads to sites.

2

80% ResilienceSupplemental

Guide cranes to move loads about decks.

3

80% ResilienceSupplemental

Bolt or nail together wood or steel framework to erect derricks.

4

75% ResilienceSupplemental

Dig drainage ditches around wells and storage tanks.

5

75% ResilienceSupplemental

Dig holes, set forms, and mix and pour concrete into forms to make foundations for wood or steel derricks.

6

70% ResilienceCore Task

Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.

7

70% ResilienceSupplemental

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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