JOB REPORT / 17-2171 · 23 TASKS

Petroleum Engineers.

Can AI do the work of Petroleum Engineers?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

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How many tasks do you use AI to assist with at work?

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The parts of your job AI can already do most of:

Simulate reservoir performance for different recovery techniques, using computer…
Write technical reports for engineering and management personnel
Analyze data to recommend placement of wells and supplementary…

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WHAT WE LOOKED AT

Your job, task by task.

19 of 23 tasks reviewed

This job has 23 core tasks. We went through 19 of them, one at a time.

Task by task, from the work Petroleum Engineers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

TASK 01
Simulate reservoir performance for different recovery techniques, using computer models.
AI DOES
Runs multiple simulation scenarios, flags anomalies, and summarizes output trends across recovery technique comparisons
YOU DO
Validate model assumptions, apply field knowledge, and decide which results are trustworthy enough to act on
TASK 02
Write technical reports for engineering and management personnel.
AI DOES
Drafts report sections, formats data, suggests structure, and checks grammar
YOU DO
Interpret field results and sign off on safety-critical technical conclusions
TASK 03
Analyze data to recommend placement of wells and supplementary processes to enhance production.
AI DOES
Processes seismic and reservoir data, spots patterns, and drafts placement options with predicted output ranges
YOU DO
Weigh real-world risk, local geology nuance, cost tradeoffs, and safety before committing to a well location
TASK 04
Assess costs and estimate the production capabilities and economic value of oil and gas wells, to evaluate the economic viability of potential drilling sites.
AI DOES
Runs cost models, forecasts production decline curves, and screens well data for economic viability
YOU DO
Apply site-specific geology knowledge and business judgment to validate assumptions and sign off on drilling decisions
TASK 05
Maintain records of drilling and production operations.
AI DOES
Drafts reports, organizes data logs, fills templates, and flags missing entries automatically
YOU DO
Verify field data accuracy and catch real-world anomalies that don't match the records
TASK 06
Interpret drilling and testing information for personnel.
AI DOES
Summarizes reports, flags anomalies, and translates technical data into plain language drafts
YOU DO
Apply site-specific experience and safety judgment before communicating findings to the crew
TASK 07
Monitor production rates, and plan rework processes to improve production.
AI DOES
Analyzes production data, flags anomalies, and suggests optimization options
YOU DO
Apply field knowledge and judgment to approve safe, practical rework decisions
TASK 08
Assist engineering and other personnel to solve operating problems.
AI DOES
Searches technical documents, flags similar past problems, and drafts solution options
YOU DO
Bring field experience and safety judgment to pick the right fix
TASK 09
Assign work to staff to obtain maximum utilization of personnel.
AI DOES
Drafts workload reports, flags scheduling gaps, and suggests staff assignments based on availability and skills data
YOU DO
Weigh each person's real-world readiness, trust, and site-specific judgment before finalizing any assignment
TASK 10
Develop plans for oil and gas field drilling, and for product recovery and treatment.
AI DOES
Analyzes subsurface data, models drilling options, and drafts field development plan sections
YOU DO
Apply site-specific judgment, own safety decisions, and sign off on plans
TASK 11
Design and implement environmental controls on oil and gas operations.
AI DOES
Analyzes emissions data, flags regulatory gaps, drafts control plans, and models environmental scenarios
YOU DO
Visit the site, read physical conditions, negotiate with regulators, and sign off on safety-critical designs
TASK 12
Coordinate activities of workers engaged in research, planning, and development.
AI DOES
Drafts schedules, summarizes project status, and flags coordination gaps across teams
YOU DO
Read the room, resolve conflicts, and make judgment calls about people and priorities
TASK 13
Evaluate findings to develop, design, or test equipment or processes.
AI DOES
Scans findings, flags patterns, and drafts design options or test plans
YOU DO
Apply field experience and safety judgment to finalize and approve designs
TASK 14
Design or modify mining and oil field machinery and tools, applying engineering principles.
AI DOES
Runs simulations, checks engineering calculations, and drafts initial design specs
YOU DO
Apply field experience and safety judgment to finalize equipment designs
TASK 15
Direct and monitor the completion and evaluation of wells, well testing, or well surveys.
AI DOES
Analyzes well logs, test data, and sensor readings to surface patterns and anomalies
YOU DO
Stay on-site to direct crews, respond to unexpected conditions, and make safety-critical judgment calls
TASK 16
Specify and supervise well modification and stimulation programs to maximize oil and gas recovery.
AI DOES
Analyzes reservoir models, reviews historical well data, and drafts stimulation program options
YOU DO
Make final calls on safety, adapt plans when conditions change downhole, and supervise crews on-site
TASK 17
Conduct engineering research experiments to improve or modify mining and oil machinery and operations.
AI DOES
Searches research literature, runs simulations, and analyzes experimental data patterns
YOU DO
Design and run physical experiments, operate machinery, and make safety-critical engineering calls
TASK 18
Coordinate the installation, maintenance, and operation of mining and oil field equipment.
AI DOES
Drafts schedules, organizes maintenance logs, and flags equipment data anomalies
YOU DO
Show up on-site and make real-time calls when equipment behaves unexpectedly
TASK 19SOURCE-BACKED TASK
Confer with scientific, engineering, and technical personnel to resolve design, research, and testing problems.
AI DOES
Summarizes technical data and suggests solutions
YOU DO
Build consensus and make final calls
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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AT A GLANCE

Occupation: Petroleum Engineers
SOC code: 17-2171
Tasks reviewed: 19 of 23

How we assess

PAY & OUTLOOK

Compare pay by state

Median pay (national): $144,910 · BLS OEWS 2025
Median pay (Colorado): $172,190 · BLS OEWS 2025
Employed (national): 18,060
Employed in Colorado: 1,390
Job outlook: +1.3% by 2034 · ~1,200 openings/yr

Wages from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics. National figures cover the United States. Job outlook is national.

How does this fit your work?

Earn a certificate in your job

Your job, task by task.

Simulate reservoir performance for different recovery techniques, using computer models.

Write technical reports for engineering and management personnel.

Analyze data to recommend placement of wells and supplementary processes to enhance production.

Assess costs and estimate the production capabilities and economic value of oil and gas wells, to evaluate the economic viability of potential drilling sites.

Maintain records of drilling and production operations.

Interpret drilling and testing information for personnel.

Monitor production rates, and plan rework processes to improve production.

Assist engineering and other personnel to solve operating problems.

Assign work to staff to obtain maximum utilization of personnel.

Develop plans for oil and gas field drilling, and for product recovery and treatment.

Design and implement environmental controls on oil and gas operations.

Coordinate activities of workers engaged in research, planning, and development.

Evaluate findings to develop, design, or test equipment or processes.

Design or modify mining and oil field machinery and tools, applying engineering principles.

Direct and monitor the completion and evaluation of wells, well testing, or well surveys.

Specify and supervise well modification and stimulation programs to maximize oil and gas recovery.

Conduct engineering research experiments to improve or modify mining and oil machinery and operations.

Coordinate the installation, maintenance, and operation of mining and oil field equipment.

Confer with scientific, engineering, and technical personnel to resolve design, research, and testing problems.

Practice AI.Use your judgment.

Practice AI.
Use your judgment.