ExxonMobil

Data Scientist, Upstream Development

ExxonMobil • $120K — $150K *
Spring, TX 77379In-Person
Energy & Utilities
5 - 7 years of experience
Reposted Today
Be an Early Applicant
Job Overview by Ladders

Qualifications

  • 5+ years of delivering production AI/ML solutions.
  • Experience with upstream oil & gas workflows, analyzing well logs and seismic data.
  • Strong foundation in statistics, probability, and algorithm design.
  • Proficiency in Python and ML frameworks such as PyTorch or TensorFlow.
  • Familiarity with GenAI frameworks and optimization libraries.
  • Experience with MLOps practices and explainable AI techniques.
  • Excellent communication and collaboration skills.

Responsibilities

  • Lead end-to-end delivery of AI/ML solutions, from scoping to monitoring.
  • Collaborate with cross-functional teams to translate business problems into mathematical frameworks.
  • Build solutions applying best practices for data quality and governance.
  • Develop GenAI applications, optimization, and commercial analytics models.
  • Ensure production readiness through MLOps practices.
  • Mentor peers and contribute to internal AI capability building.

Benefits

  • Automatic enrollment in a Pension Plan at no cost, providing lifelong monthly annuity in retirement.
  • Savings Plan with contributions of 6% to 20%, including a 7% company match.
  • Workplace flexibility programs for scheduling and working conditions.
  • Comprehensive medical, dental, and vision plans offered.
  • Culture of health with resources supporting employee wellbeing.
  • Employee Health Advisory Program providing confidential counseling services.
Full Job Description
What you will do

Lead the design, development, and deployment of advanced AI/ML solutions for upstream oil & gas subsurface & well operations such as physics-informed Machine Learning (ML) and production optimization. You will work end-to-end from problem framing and experimentation through production and sustainment partnering with engineers and business stakeholders to deliver scalable, reliable, and impactful solutions.

What role will you play in the team

  • Lead end-to-end delivery of AI/ML solutions: scoping, modeling, evaluation, deployment, and monitoring.
  • Collaborate with cross-functional teams to translate business problems into mathematical frameworks.
  • Build solutions in one or more domains listed above, applying best practices for data quality, explainability, and governance.
  • Develop GenAI applications (chatbots, copilots, multi-agent workflows) and/or time series, optimization, or commercial analytics models.
  • Ensure production readiness through MLOps practices (CI/CD, MLflow, monitoring, cost optimization).
  • Mentor peers and contribute to internal AI capability building.


About you

Desired Skills

  • 5+ years of direct experience delivering production AI/ML solutions.
  • Experience applying data science to upstream oil & gas workflows, including exploration, drilling and reservoir management; analyzing well logs, seismic data, and production metrics to support operational and strategic decisions
  • Strong foundations in statistics, probability, and algorithm design.
  • Proficiency in Python and ML frameworks (PyTorch, TensorFlow, scikit-learn); experience with Databricks/Spark.
  • Familiarity with GenAI frameworks (LangChain, Promptflow) and/or optimization libraries.
  • Experience with MLOps, model governance, and explainable AI techniques (e.g., SHAP, LIME).
  • Excellent communication and collaboration skills.


Preferred Knowledge/Skills

  • Cloud platforms (Azure ML, Azure OpenAI, Databricks).
  • Knowledge graphs, hybrid search/RAG, and semantic technologies.
  • Agile development and software engineering best practices.


Educational Background Recommended

  • Master's or PhD in Data Science, Computer Science, Engineering, Applied Math, or related field.


Your benefits

An ExxonMobil career is one designed to last. Our commitment to you runs deep: our employees grow personally and professionally, with benefits built on our core categories of health, security, finance, and life.

We offer you:

  • Pension Plan: Enrollment is automatic and at no cost to you. The basic benefit is a monthly annuity to be paid to you in retirement for the rest of your life.
  • Savings Plan: You can contribute between 6% and 20% of your pay and are encouraged to enroll right away. If you contribute at least 6% to your savings plan, the Company will contribute a 7% match.
  • Workplace Flexibility: We have several programs such as "Flex your Day", providing ad-hoc flexibility around when and where you work, as well as longer-term programs such as leaves of absence and part-time work.
  • Comprehensive medical, dental, and vision plans.
  • Culture of Health: Programs and resources to support your wellbeing.
  • Employee Health Advisory Program: Provides confidential professional counseling for you and your family, including tools and resources promoting mental health and resiliency at no additional cost to you.
  • Disability Plan: Income replacement for when you cannot work due to illness or injury occurring on or off the job. Enrollment is automatic and at no cost to you.

More information on our Company's benefits can be found at www.exxonmobilfamily.com.

Please note benefits may be changed from time to time without notice, subject to applicable law.

About ExxonMobil

ExxonMobil is an international oil and gas company, providing energy that helps underpin growing economies and improve living standards around the world. It uses innovation and technology to deliver energy to a growing world. The company explores for, produces, and sells crude oil, natural gas and petroleum products.

ExxonMobil Careers

Join ExxonMobil, a global leader in the energy sector, and be part of a team that values innovation, leadership, and diversity. At ExxonMobil, we offer unparalleled job opportunities and a culture that fosters growth and professional development. Work You’ll Do At ExxonMobil, we are committed to providing the energy that powers the world. Join our team to help tackle some of the most challenging and important energy issues of our time. You will work alongside some of the brightest minds in the industry, using cutting-edge technology to innovate, improve, and lead in the energy sector. Transform the Industry Lead the way in energy solutions with ExxonMobil’s team of dedicated professionals. Our commitment to innovation and technology makes us a leader in the energy industry. With projects and operations around the globe, your work at ExxonMobil will help shape the future of energy. Explore Career Opportunities Whether you are looking for an internship, a graduate opportunity, or a professional position, ExxonMobil has a variety of roles to suit your skills and ambitions. We are hiring in multiple disciplines including engineering, business, IT, and more. Develop Your Skills ExxonMobil believes in nurturing talent and leadership through rigorous training and development programs. Enhance your skills with our comprehensive training modules and gain invaluable experience that will propel your career forward. Be Part of a Diverse Team Diversity and inclusion are at the heart of our company culture. At ExxonMobil, we embrace the unique perspectives and capabilities of our team members to drive innovation and success. Join us and contribute to a diverse workplace that values each individual’s contribution. Benefits and Growth ExxonMobil offers a competitive package of benefits designed to support the health, well-being, and financial security of our employees and their families. Opportunities for growth and advancement are abundant, as we believe in fostering internal talent and promoting from within. Networking and Professional Development Expand your professional network and connect with industry leaders through ExxonMobil’s global events and networking opportunities. Our collaborative environment supports career growth and exploration. Applying at ExxonMobil Ready to advance your career at ExxonMobil? Explore open positions that match your skills and interests on our careers page. Prepare your resume, sharpen your interview skills, and get ready to join a company that values hard work and innovation. Stay Connected Keep up to date with the latest from ExxonMobil Careers by subscribing to our job alert emails. Tailor your preferences to receive updates about new job openings, company news, and insider tips that can help you succeed in your career journey. Join ExxonMobil today and be part of a team that is dedicated to creating a better future through energy solutions that are safe, reliable, and responsible. Explore the opportunities and find out how your skills and passions can contribute to our mutual success.
Learn more about ExxonMobil
Size
63,000 employees
Market Cap
$442 billion
Industry
Energy & Utilities
Net Income
-$22.4 billion
Founded
1870
5 Year Trend
+6.6%
Revenue
$178.5 billion
NASDAQ
XOM
* Ladders Estimates

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