Data Scientist
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Role details
Tech stack
Job description
- Develop and implement sophisticated models to optimize production volumes and drilling processes.
- Collaborate with cross-functional teams to integrate data science solutions into operational workflows.
- Utilize machine learning and statistical techniques to analyze complex datasets and deliver actionable insights.
- Deploy models end-to-end, ensuring robust performance and scalability.
- Present findings and recommendations to stakeholders in a clear and compelling manner.
Requirements
Bachelor’s degree in Petroleum Engineering or related field, or equivalent experience in the Oil and Gas industry as a Data Scientist.
Minimum of 2 years of experience as a Data Scientist.
Proficiency in Python programming.
Proven experience in end-to-end model deployment.
Expertise in creating machine learning models.
Strong background in statistical modeling using Bayesian inference, particularly with PyMC.
Hands-on experience with Docker and Kubernetes for containerization.
Knowledge of GitHub actions and advanced CI/CD pipelines.
Excellent presentation and communication skills. Experience with oil and gas economic modeling.
Familiarity with Aries software for well economics.
Experience working with SCADA systems.
Background in field engineering.
Benefits & conditions
Why Join Us: This position offers the opportunity to work on cutting-edge projects within the Oil and Gas industry, with consistent new challenges and the potential for career growth. As a member of the Optimization group, you will contribute to the advancement of data-driven solutions that drive operational excellence. If you are passionate about data science and eager to make a tangible impact, we encourage you to apply.
Based on knowledge and experience, this position offers and hourly pay rate range of $70-80/hr.
About the company
Insight Global is seeking a highly skilled Data Scientist to join the Optimization group of one of our esteemed clients in the Oil and Gas industry. This team plays a crucial role in developing advanced models that inform and prescribe optimal operating conditions for physical oil and gas assets. The successful candidate will engage in a variety of projects aimed at enhancing production volumes, refining drilling processes, economic planning, and more.
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Prepare application
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