Roustabouts, Oil and Gas
Assemble or repair oil field equipment using hand and power tools. Perform other tasks as needed.
AI Impact Summary
Roustabouts, Oil and Gas faces low AI displacement risk with a score of 23/100. This occupation has higher AI displacement risk than 12% of all analyzed occupations. Of 15 analyzed tasks, 0 are highly automatable. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Roustabouts, Oil and Gas skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
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Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
15 tasks analyzed
Keep pipe deck and main deck areas clean and tidy.
Guide cranes to move loads about decks.
Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.
Walk flow lines to locate leaks, using electronic detectors and by making visual inspections, and repair the leaks.
Supply equipment to rig floors as requested and provide assistance to roughnecks.
Move pipes to and from trucks, using truck winches and motorized lifts, or by hand.
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.
Bolt together pump and engine parts.
Dig drainage ditches around wells and storage tanks.
Bolt or nail together wood or steel framework to erect derricks.
Cut down and remove trees and brush to clear drill sites, to reduce fire hazards, and to make way for roads to sites.
Dig holes, set forms, and mix and pour concrete into forms to make foundations for wood or steel derricks.
Lay gas and oil pipelines.
Clean trucks used in the fields.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Keep pipe deck and main deck areas clean and tidy. | 30Estimated | 45.0% | 10% | |
| Guide cranes to move loads about decks. | 5Estimated | 11.0% | 8% | |
| Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs. | 50Estimated | 53.0% | 15% | |
| Walk flow lines to locate leaks, using electronic detectors and by making visual inspections, and repair the leaks. | 20Estimated | 17.0% | 8% | |
| Supply equipment to rig floors as requested and provide assistance to roughnecks. | 5Estimated | 11.0% | 10% | |
| Move pipes to and from trucks, using truck winches and motorized lifts, or by hand. | 35Estimated | 47.0% | 10% | |
| Dismantle and repair oil field machinery, boilers, and steam engine parts, using hand tools and power tools. | 5Estimated | 11.0% | 8% | |
| Clean up spilled oil by bailing it into barrels. | 30Estimated | 45.0% | 5% | |
| Bolt together pump and engine parts. | 30Estimated | 45.0% | 5% | |
| Dig drainage ditches around wells and storage tanks. | 35Estimated | 47.0% | 4% | |
| Bolt or nail together wood or steel framework to erect derricks. | 5Estimated | 11.0% | 3% | |
| Cut down and remove trees and brush to clear drill sites, to reduce fire hazards, and to make way for roads to sites. | 10Estimated | 13.0% | 3% | |
| Dig holes, set forms, and mix and pour concrete into forms to make foundations for wood or steel derricks. | 5Estimated | 11.0% | 3% | |
| Lay gas and oil pipelines. | 5Estimated | 11.0% | 5% | |
| Clean trucks used in the fields. | 30Estimated | 45.0% | 3% |
Protective Factors
Total protective discount: 25.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$47,510
per year
Mean Wage
$49,060
per year
Employment
45K
workers
Wage Range
$35,650 - $64,010
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Roustabouts, Oil and Gas professionals should diversify beyond them.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Information Ordering
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 1 scoring run