Will AI replace Derrick Operators, O&G?

Not entirely. We think AI will take over some tasks, but not the whole job. Derrick operators are working alongside automation more and more, and that shift is real. Systems like NOV's robotic arm integrated with AI drilling software have enabled 95% of rig floor activities to be automated on some wells , and platforms like DrillOps are letting engineers oversee two to three times more rigs at once . AI is also moving into the fluid management work that derrick operators traditionally own. The pressure to automate is strong, and it is not slowing down. Still, robots cannot easily replace human judgment for tricky, hands-on work at height, and the technology is still being figured out, not finished . The economic case matters too: our 43.6% AI Resilience Score reflects a role that faces real disruption, and the long-term job market outlook is genuinely soft. Derrick operators should go in with clear eyes about that. The encouraging part is that employers are actively looking for workers who combine field experience with digital and AI literacy . Learning to operate and oversee automated systems, rather than compete with them, is the skill that keeps you valuable on a modern rig.

How is AI changing Derrick Operators, O&G jobs?

The job of a derrick operator is going through some real changes, but the picture is more about working alongside new tech than being replaced by it. Big drilling contractors are installing robotic arms and AI software that handle the most dangerous parts of the job — especially the "red zone" on the rig floor where heavy pipe and equipment move around. According to a report in IADC's Drilling Contractor magazine , NOV's ATOM RTX robotic arm system was integrated with Precision Drilling's AlphaAutomation software, and this AlphaARMS setup enabled 95% of rig floor activities to be automated and eliminated over 70,000 manual touchpoints on a well . AI is also creeping into the mud/fluid side of the job that derrick operators traditionally handle — an SPE paper describes a smart mud circulation loop for real-time drilling fluid testing and AI-driven composition adjustment . At scale, ADNOC and SLB just deployed an AI-enabled DrillOps platform across more than 120 onshore and offshore rigs, reducing engineering effort by 30% to 40% and letting engineers oversee two to three times more rigs . SPE's JPT frames this as an ongoing debate about whether drilling automation should live on the cloud or at the edge of the rig — meaning the tech is still being figured out, not finished.

How fast is AI adoption growing for Derrick Operators, O&G?

Adoption is speeding up because the money is huge and the safety wins are obvious. A new McKinsey report says AI could unlock about $65 billion in near-term annual value in upstream oil and gas , with a credible path to $230 billion as autonomous operating modes become more common . Drilling and predictive maintenance are two of the biggest targets. That said, adoption will stay uneven. Deloitte's 2026 outlook notes that the industry faces tight labor markets, an aging workforce, and a need to reskill workers as digital tools reshape roles , which actually pushes companies to automate faster. On the flip side, rigs are expensive, remote, and safety-regulated, so operators are cautious — McKinsey warns that most of the AI value is concentrated in a small number of use cases, meaning companies must be selective rather than automating everything (aninews .in). The encouraging news for young workers: robots still can't easily replace human judgment for tricky, hands-on work at height, and hiring blogs report that oil and gas employers are prioritizing hybrid workers who combine field experience with digital and AI literacy . If you're entering this field, learning to work with automation systems — not fear them — is the skill that will keep you in demand.

Somewhat Resilient

Last Update: 11/4/2026

AI Resilience Score for Derrick Operators, O&G:

43.6%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:

Medium

AI Resilience Report forDerrick Operators, Oil and Gas

$58,620 median salary•900 annual openings•SOC Code: 47-5011.00

Derrick Operators, Oil and Gas are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Derrick operator work is labeled "Somewhat Resilient" because AI and robotics are already handling a big chunk of the job, including up to 95% of rig floor activities in some operations, but humans are still needed to manage, oversee, and troubleshoot these systems in real time. The physical, hands-on parts of the role (especially judgment calls at height or in unpredictable conditions) are still too complex for robots to fully take over.

Learn more about how you can thrive in this position

This role is somewhat resilient

Derrick operator work is labeled "Somewhat Resilient" because AI and robotics are already handling a big chunk of the job, including up to 95% of rig floor activities in some operations, but humans are still needed to manage, oversee, and troubleshoot these systems in real time. The physical, hands-on parts of the role (especially judgment calls at height or in unpredictable conditions) are still too complex for robots to fully take over.

Read full analysis

Analysis of current AI resilience

Derrick Operators, O&G

Updated quarterly

Your move

How can Derrick Operators, O&G prepare for AI?

Learn how robotic rig floor systems like NOV's ATOM RTX and AlphaAutomation software actually work.

You do not need to be an engineer to understand these systems at a basic level. Search for videos and articles from NOV and Precision Drilling about their AlphaARMS setup, and look through IADC's Drilling Contractor magazine (drillingcontractor.org) to get familiar with how robotic arms are taking over the "red zone" on rig floors. Knowing the vocabulary and purpose of these tools will make you stand out in interviews and help you adapt faster when you encounter them on the job.

Build a foundation in drilling fluid basics so you can work alongside AI-driven mud monitoring systems.

The analysis describes a smart mud circulation loop that uses AI to adjust fluid composition in real time. Take a free or low-cost course in chemistry or fluid mechanics, and look up SPE papers on onepetro.org about automated mud systems. Understanding what the AI is measuring and why will make you the person who can catch errors and make judgment calls that the system cannot.

Get comfortable with cloud and edge computing concepts as they apply to rig operations.

SPE's JPT (jpt.spe.org) highlights an ongoing debate about whether drilling automation should run on the cloud or at the edge of the rig, meaning this technology is still evolving and companies need workers who understand both approaches. Take a free beginner course on cloud computing basics (platforms like Coursera or Khan Academy are good starting points), and follow SPE publications to stay current as this debate gets resolved over the coming years.

Develop the hybrid skill set that oil and gas employers are actively hiring for right now.

Hiring reports cited in the analysis (including from orionjobs.com) show that companies want workers who combine real field experience with digital and AI literacy. While still in high school, pursue any hands-on technical or mechanical experience you can find (shop class, welding programs, or vocational training), and pair that with free online learning about data dashboards or predictive maintenance tools, since McKinsey identifies predictive maintenance as one of the biggest AI targets in upstream oil and gas.

Follow the rollout of platforms like ADNOC and SLB's DrillOps system to understand where the industry is heading.

This platform is already running across more than 120 rigs and has reduced engineering effort by 30 to 40 percent, which means the pace of change is real and fast. Set up a Google Alert for terms like "DrillOps," "rig automation," and "upstream AI" so you can track news from worldoil.com and similar outlets. Staying informed now means you will enter the workforce already understanding the tools your employer is using, rather than learning from scratch on day one.

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

Ask a question

More Career Info

Career: Derrick Operators, Oil and Gas

They control and monitor drilling equipment on oil rigs to help extract oil and gas from the ground safely and efficiently.

SOC Code:

47-5011.00•Source: Bureau of Labor Statistics

Parent Careers

Major Group:Construction and Extraction Occupations

Minor Group:Extraction Workers

Broad Group:Derrick, Rotary Drill, and Service Unit Operators, Oil and Gas

Similar Careers

Rotary Drill Operators, Oil and Gas

Service Unit Operators, Oil and Gas

Alternate Titles

Derrick Hand · Derrick Man · Derrickhand · Derrickman · Derrick Operator · Derrick Worker · Floor Hand · Rig Hand · Roughneck

Employment & Wage Data

Median Wage

$58,620

Jobs (2025)

10,700

Growth (2025-35)

+1.6%

Annual Openings

900

Education

No formal educational credential

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

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

1

91% ResilienceCore Task

Position and align derrick elements, using harnesses and platform climbing devices.

2

90% ResilienceCore Task

Set and bolt crown blocks to posts at tops of derricks.

3

89% ResilienceCore Task

Clamp holding fixtures on ends of hoisting cables.

4

88% ResilienceCore Task

Repair pumps, mud tanks, and related equipment.

5

88% ResilienceCore Task

Steady pipes during connection to or disconnection from drill or casing strings.

6

87% ResilienceCore Task

String cables through pulleys and blocks.

7

86% ResilienceCore Task

Guide lengths of pipe into and out of elevators.

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.

Somewhat Resilient

43.6%

Methodology and Scoring Rationale

AI Resilience Report forDerrick Operators, Oil and Gas

This role is somewhat resilient

Derrick Operators, O&G

How is AI changing Derrick Operators, O&G jobs?

Sources

How fast is AI adoption growing for Derrick Operators, O&G?

Sources

Will AI replace Derrick Operators, O&G?

Sources

How can Derrick Operators, O&G prepare for AI?

Your Career Starts Here

Latest AI news for Derrick Operators, O&G

More Career Info

Career: Derrick Operators, Oil and Gas

Parent Careers

Similar Careers

Alternate Titles

Employment & Wage Data

Task-Level AI Resilience Scores

1

2

3

4

5

6

7