Data Scientist, Upstream Operations
ExxonMobil · Spring, Texas, US
What role you will play in our team - Work on complex data science and AI/ML use cases focused on upstream oil & gas operations — from ideation and discovery...
Job description
What role you will play in our team - Work on complex data science and AI/ML use cases focused on upstream oil & gas operations — from ideation and discovery through deployment and sustainment — as part of integrated, enterprise-level teams. - Collaborate with ExxonMobil operations engineers, field personnel, and subject matter experts to drive data-driven decision-making across upstream production and operational workflows. - Support the transition and integration of upstream digital analytics capabilities into the Modeling, Optimization, and Data Science (MODS) organization, ensuring continuity and enhancement of existing solutions. What you will do: - Lead the design, development, and deployment of advanced AI/ML solutions for upstream oil & gas operations, including production optimization, predictive maintenance, anomaly detection, and operational efficiency improvements. - Analyze production data, well performance metrics, sensor/IoT data, and operational logs to identify patterns, forecast outcomes, and uncover opportunities for value creation. - Collaborate with cross-functional teams — including production engineers, reservoir engineers, and field operations staff — to tra...