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Machine Learning Petroleum Engineer Jobs in Houston, TX

Petroleum Engineer

Houston, TX ยท Hybrid

$121K - $236K/yr

Description The Petroleum Engineer partners and interacts with the Senior Petroleum Engineer and ... learning to adapt and grow in a dynamic environment. Hours and Work Schedule: (4 days in office, 1 ...

Petroleum Engineer

Houston, TX ยท Hybrid

$121K - $236K/yr

The Petroleum Engineer partners and interacts with the Senior Petroleum Engineer and the Energy ... learning to adapt and grow in a dynamic environment. Hours and Work Schedule: (4 days in office, 1 ...

Petroleum Engineer

Houston, TX ยท Hybrid

$121K - $236K/yr

Description The Petroleum Engineer partners and interacts with the Senior Petroleum Engineer and ... learning to adapt and grow in a dynamic environment. Hours and Work Schedule: (4 days in office, 1 ...

Jr. Petroleum Engineer

Houston, TX ยท On-site

$121K - $236K/yr

The Petroleum Engineer partners and interacts with the Senior Petroleum Engineer and the Energy ... learning to adapt and grow in a dynamic environment. Hours and Work Schedule: (4 days in office, 1 ...

Petroleum engineers develop technical skills in production and reservoir engineering assignments ... Formal training + onthejob learning * Mentorship from experienced professionals * Multiple job ...

Senior Machine Learning Engineer

Houston, TX ยท On-site

$117K - $154K/yr

The Machine Learning Engineer at Vitol has visibility and impact across the full project workflow: from working with business stakeholders to help define the project, to data collation and processing ...

Senior Machine Learning Engineer

Houston, TX ยท On-site

$117K - $154K/yr

The Machine Learning Engineer at Vitol has visibility and impact across the full project workflow: from working with business stakeholders to help define the project, to data collation and processing ...

Senior Machine Learning Engineer

Houston, TX ยท On-site

$117K - $154K/yr

The Machine Learning Engineer at Vitol has visibility and impact across the full project workflow: from working with business stakeholders to help define the project, to data collation and processing ...

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Showing results 1-20

Machine Learning Petroleum Engineer information

See Houston, TX salary details

$30.1K

$123K

$184.8K

How much do machine learning petroleum engineer jobs pay per year?

As of Sep 7, 2026, the average yearly pay for machine learning petroleum engineer in Houston, TX is $122,971.00, according to ZipRecruiter salary data. Most workers in this role earn between $96,900.00 and $148,000.00 per year, depending on experience, location, and employer.

What is a machine learning petroleum engineer?

A Machine Learning Petroleum Engineer is a specialist who combines expertise in petroleum engineering with machine learning and data science techniques. They use advanced algorithms and data analytics to optimize oil and gas exploration, drilling, production, and reservoir management. Their work helps improve decision-making, reduce operational costs, and increase efficiency by analyzing large datasets from various sources such as sensors, seismic data, and production logs. These professionals often work closely with geoscientists, data engineers, and other stakeholders in the energy sector.

What are the key skills and qualifications needed to thrive as a machine learning petroleum engineer?

To thrive as a Machine Learning Petroleum Engineer, you need a strong background in petroleum engineering, programming (such as Python or R), and applied machine learning, usually supported by a relevant engineering degree. Familiarity with data analysis platforms, machine learning frameworks (like TensorFlow or Scikit-learn), and petroleum industry software (such as Petrel or Eclipse) is essential. Strong analytical thinking, problem-solving abilities, and effective communication are crucial soft skills for integrating technical insights with business goals. These competencies enable the effective application of data-driven solutions to optimize exploration, production, and operational efficiency in the energy sector.

How does a machine learning petroleum engineer typically collaborate with geoscientists and drilling teams to optimize oil and gas production?

A Machine Learning Petroleum Engineer works closely with geoscientists and drilling teams by integrating data-driven models into exploration and production workflows. They analyze geological, seismic, and operational data to develop predictive algorithms that identify optimal drilling locations, forecast reservoir performance, and improve recovery rates. Regular collaboration involves translating complex data insights into actionable recommendations that guide drilling strategies and inform real-time decisions, ensuring all teams are aligned to maximize efficiency and safety. This multidisciplinary approach fosters continuous learning and innovation across teams.

What is the difference between Machine Learning Petroleum Engineer vs Reservoir Engineer?

AspectMachine Learning Petroleum EngineerReservoir Engineer
Required CredentialsBachelor's/Master's in Petroleum Engineering, Data Science, or related fields; knowledge of machine learningBachelor's/Master's in Petroleum Engineering or Geosciences; strong understanding of reservoir simulation
Work EnvironmentData analysis, modeling, software development in oil & gas companiesReservoir modeling, field development planning in oil & gas operations
Industry UsageApplying machine learning to optimize extraction, predict reservoir behaviorEstimating reservoir properties, managing production strategies

The Machine Learning Petroleum Engineer focuses on integrating data science and machine learning techniques to optimize oil extraction processes, while the Reservoir Engineer specializes in modeling and managing subsurface reservoirs to maximize recovery. Both roles are vital in the oil & gas industry but differ in their core skills and daily tasks.

What are popular job titles related to Machine Learning Petroleum Engineer jobs in Houston, TX?

For Machine Learning Petroleum Engineer jobs in Houston, TX, the most frequently searched job titles are:

What job categories do people searching Machine Learning Petroleum Engineer jobs in Houston, TX look for?

The top searched job categories for Machine Learning Petroleum Engineer jobs in Houston, TX are:

What cities near Houston, TX are hiring for Machine Learning Petroleum Engineer jobs?

Cities near Houston, TX with the most Machine Learning Petroleum Engineer job openings:

Infographic showing various Machine Learning Petroleum Engineer job openings in Houston, TX as of August 2026, with employment types broken down into 1% As Needed, 76% Full Time, 22% Part Time, and 1% Contract. Highlights an 89% Physical, 2% Hybrid, and 9% Remote job distribution, with an average salary of $122,971 per year, or $59.1 per hour.

Petroleum Engineer

Citizens

Houston, TX โ€ข Hybrid

$121K - $236K/yr

Full-time

Medical, Dental, Vision, Retirement, PTO

Re-posted 26 days ago


Job description

Description

The Petroleum Engineer partners and interacts with the Senior Petroleum Engineer and the Energy Team's Relationship Managers (RMs), Portfolio Managers (PMs) and Credit Officers, and is responsible for the technical evaluation of oil and gas assets.

The successful incumbent has strong interpersonal, business skills, and excellent verbal and written communication skills, skilled in collecting and analyzing complex data and possesses excellent listening and problem-solving skills, work independently and collaboratively, while building strategic relations with colleagues and constituents.

Primary responsibilities include but will not be limited to:

Reserve Based Lending (RBL) Valuations:

  • Conducting thorough due diligence activities with the client and Agent Bank technical teams to confirm the use of prudent assumptions in the projections including an assessment of past performance, industry trends, and in-basin peer performance.
  • Obtaining data for engineering evaluation from customer's engineering and financial personnel, using engineering expertise to analyze data provided by customers to determine validity and accuracy of information, while using accepted petroleum engineering methods to arrive at oil and gas reserve estimates.
  • Preparing memos that summarize the results of the evaluation including risk assessment, quality of customer's technical staff and grading of collateral characteristics.
  • Communicating to the loan committee the RBL results and risk assessment of the engineering evaluation of oil and gas properties, to ensure all pertinent aspects of the collateral are known and understood.
  • For Agented deals, assisting clients in preparing engineering information for syndication purposes and interfacing with prospective participating bank engineers and bankers to assist in their internal reserve analysis.

Marketing and New Business:

  • Assisting in marketing efforts by making outside calls with Relationship Managers (RM's) with an emphasis on potential customers where technical knowledge will help generate new business.
  • Screening potential new loans for viability.

Training and Collaboration:

  • Collaborating with the Senior Petroleum Engineer, RM's, PM's and Credit Officers on the RBL valuation process, inherent risks and value determination methods and provideย input to the periodic assessment of Bank commodity price assumptions used for the determination of loan values.
  • Initiating recommendations to improve the efficiency of engineering software and hardware.
  • Participating in presentations to leadership, Credit Officers and other bank groups as needed.

Minimum Qualification Requirements

  • 5-7 years of relevant experience in reserve evaluation and risk assessment in the Energy Industry
  • Proficient in Aries for Windows, PHDWin, Microsoft Office
  • Evidence of strong business judgment, communication, leadership and integrityย 
  • Financial Industry background is preferred

Education:

  • Bachelor's Degree from an accredited university in Petroleum Engineering or related degree

To thrive as a colleague at Citizens, candidates must demonstrate a strong customer-centric mindset, exhibit persistence and resilience in the face of challenges, and embrace continuous learning to adapt and grow in a dynamic environment.

Hours and Work Schedule: (4 days in office, 1 day remote)

Hours per Week: 40

Work Schedule: Monday-Friday

Work Location: Houston, TX

ย Pay Transparency

The salary range for this position is $121,720 - $236,280 per year, plus an opportunity to earn an annual discretionary bonus. Actual pay is based on various factors including but not limited to the budget, work location, and relevant skills and experience.

We offer competitive pay, comprehensive medical, dental and vision coverage, retirement benefits, maternity/paternity leave, flexible work arrangements, education reimbursement, wellness programs and more. Note, Citizens' paid time off policy exceeds the mandatory, paid sick or paid time-away policy of every local and state jurisdiction in the United States. For an overview of our benefits, visitย https://jobs.citizensbank.com/benefitsย .

Work Authorization:ย 

This role is not eligible for new employer sponsored or current H-1 B visa holders. Applicants, including current OPT, L and other visa holders, must be authorized to work in the U.S. without the need for new employer sponsorship for themselves or their spouses now and in the future.

#LI-Citizens2

Some job boards have started using jobseeker-reported data to estimate salary ranges for roles. If you apply and qualify for this role, a recruiter will discuss accurate pay guidance.

Equal Employment Opportunity

Citizens, its parent, subsidiaries, and related companies (Citizens) provide equal employment and advancement opportunities to all colleagues and applicants for employment without regard to age, ancestry, color, citizenship, physical or mental disability, perceived disability or history or record of a disability, ethnicity, gender, gender identity or expression, genetic information, genetic characteristic, marital or domestic partner status, victim of domestic violence, family status/parenthood, medical condition, military or veteran status, national origin, pregnancy/childbirth/lactation, colleague's or a dependent's reproductive health decision making, race, religion, sex, sexual orientation, or any other category protected by federal, state and/or local laws. At Citizens, we are committed to fostering an inclusive culture that enables all colleagues to bring their best selves to work every day and everyone is expected to be treated with respect and professionalism. Employment decisions are based solely on merit, qualifications, performance and capability.

Education:Why Work for UsEmployment Type: 1ST