Senior Data Scientist with Linear programming, Oil & Gas

EPAM Systems

📍 Georgia, Kazakhstan, Belarus On-Site ⏳ 1w ago
AI assistant

Job Description

We're looking for a Senior Data Scientist to evaluate existing model construction and implementation, pinpoint areas of weakness, and propose enhancements grounded in solid mathematical and operations research fundamentals.

Responsibilities

  • Detect issues like formulation errors, infeasibilities, unboundedness, poor scaling, non-convexities, and inappropriate solver or method selection
  • Evaluate whether each problem uses the correct modeling approach, be it linear, non-linear, or convex formulation
  • Assess whether linear or non-linear programming methods are better suited to a particular problem
  • Propose clear and actionable enhancements to models, methods, and solution strategies
  • Record findings and recommended changes for both stakeholders and technical teams

Requirements

  • Minimum of 3 years working in optimization, operations research, or applied mathematics
  • Thorough understanding of