🚧Roustabouts Oil and Gas

MODERATE
Category:Construction and Extraction Occupations
Last updated: Jun 6, 2025

AI Impact Overview

"Roustabouts in oil and gas face moderate risk from AI and automation over the next decade, primarily due to the physical nature of much of their work, but routine tasks are increasingly susceptible."

Detailed Analysis

AI and robotics are set to automate many of the repetitive and hazardous tasks performed by roustabouts, but human flexibility, on-site judgment, and problem-solving remain essential, especially in complex or unforeseen circumstances. Higher-level supervisory and maintenance roles will be less exposed to immediate automation, but junior and mid-level positions face greater risk as technology adoption accelerates.

Opportunity

"By proactively upskilling and embracing technology, roustabouts can secure resilient careers, influence field safety, and transition into emerging roles that require specialized human oversight."

AI Risk Assessment

Risk Level by Experience

Junior
HIGH

Junior Level:

Routine manual tasks performed by junior roustabouts, such as equipment setup and cleanup, are the most likely to be replaced by robotic solutions in the near future.

Mid-level
MODERATE

Mid Level:

Mid-level roustabouts, who take on more diagnostic, supervisory, or specialized maintenance duties, will see increased pressure to adapt but retain more value due to operational knowledge and oversight responsibilities.

Senior
LOW

Senior Level:

Senior roustabouts with leadership, training, and multi-system oversight responsibilities will remain critical for managing technology and ensuring safe, compliant operations.

AI-Driven Job Forecasts

2 Years

Job Outlook

The majority of roles remain intact, with gradual tech integration. Familiarity with digital tools and basic sensors may be required.

Transition Strategy

Enroll in safety and equipment monitoring courses, familiarize with digital reporting systems, and seek exposure to automated equipment.

5 Years

Job Outlook

Noticeable displacement of highly repetitive manual tasks. Increased need for workers capable of operating, supervising, and maintaining AI-assisted machinery.

Transition Strategy

Pursue certifications in automation and robotics maintenance, and develop troubleshooting skills for digital systems.

7+ Years

Job Outlook

Substantial automation of field tasks; remaining roles will prioritize oversight, safety audits, emergency response, and complex equipment management.

Transition Strategy

Upskill in cross-disciplinary fields such as safety management, environmental compliance, and advanced troubleshooting. Consider transition into renewable energy sectors.

Industry Trends

Environmental Regulation Pressure

Impact:

Shifts toward compliance and reporting, new opportunities in sustainability oversight.

Expanded Predictive Maintenance

Impact:

Data-driven roles to prevent breakdowns and reduce manual inspection labor.

Field Data and Analytics Utilization

Impact:

Growth of roles centered on data collection and interpretation from connected devices.

Greater Regulatory Oversight

Impact:

Increased compliance, documentation, and safety protocols.

Increased Field Automation

Impact:

More tasks are handled by robots and remote-controlled devices, shrinking demand for entry-level manual labor.

More Short-Term Contract Work

Impact:

Companies rely on contractors for project-based field work, increasing the need for adaptability.

Remote Operation Adoption

Impact:

Higher skilled work needed for supervising or operating equipment from control centers.

Renewable Energy Transition

Impact:

Oil and gas workers are retraining for solar, wind, and geothermal site support jobs.

Safety Technology Integration

Impact:

Increased use of sensors, wearables, and AI-driven monitoring, expanding needs for support and troubleshooting.

Skill Shift to Digital Literacy

Impact:

Field roles require digital, analytical, and troubleshooting skills.

AI-Resistant Skills

Complex Problem Solving in the Field

World Economic Forum – The Future of Jobs Report
Skills Type:
Critical ThinkingManual DexterityOn-the-spot Judgment
Score:10/10

Emergency Situational Response

FEMA Emergency Management Institute
Skills Type:
SafetyCrisis Management
Score:9/10

Interpersonal Team Communication

Harvard Business Review – Communication Skills
Skills Type:
Soft SkillsCollaboration
Score:8/10

Alternative Career Paths

Safety Inspector

Oversees site safety and ensures compliance with industrial standards.

Relevance: Expertise in hazardous environments makes this transition logical.

Equipment Operator-Trainer

Trains workers on safe use of automated and traditional field equipment.

Relevance: Industry experience combined with new tech training.

Renewable Energy Technician

Installs and maintains wind, solar, or other renewable equipment.

Relevance: Transferable skills in field work and adaptability to new tech.

Emerging AI Tools Tracker

SparkCognition Oil & Gas AI Suite
AI-powered analytics and predictive maintenance for drilling and extraction equipment.
9/10
0-4 yearsWidespread across multinational oil companies.
Spot by Boston Dynamics
Robotic site inspection platform for monitoring construction activity and safety.
8/10
2024-2027Major firms piloting, gradual rollout.
Honeywell Forge for Industrial
AI-enhanced operations optimization and predictive asset management suite for process industries.
8/10
Now to 2027Growing presence in major industrial firms.

Full AI Impact Report

Access the full AI impact report to get detailed insights and recommendations.

Other Roles in: Construction and Extraction Category