Data Science SME- Manager Grade

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.

Required Skills

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