Job Description
Key Responsibilities
- Review and validate upstream and midstream gas supply process models, including operational and process constraints.
- Assess production forecasts for overall gas production and component‑level yields (C1, C2, C3, C4, and C5).
- Review and validate feature engineering, data quality, and model design used in Machine Learning and Deep Learning solutions.
- Evaluate AI‑based production optimization approaches and identify opportunities to improve model accuracy, operational efficiency, and profitability.
- Recommend enhancements to model parameters, feature selection, constraint prioritization, and optimization strategies.
- Support production planning, scheduling, and commercial decision‑making through predictive analytics and optimization solutions.
- Translate complex technical concepts and AI outputs into clear, business‑focused recommendations for stakeholders.
- Stro...