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EPAM Systems

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Lead Data Scientist with Linear programming, Oil & Gas

Posted Updated
Discussion

We are seeking a Lead Data Scientist to assess how current models are built and applied, identify weaknesses, and recommend improvements based on sound mathematical and operations research principles.

Responsibilities

  • Identify flags such as formulation errors, infeasibilities, unboundedness, poor scaling, non-convexities, and inappropriate solver or method choices
  • Assess whether each problem is modeled with the right approach, whether linear, non-linear, or convex formulation
  • Determine the suitability of linear versus non-linear programming methods for a given problem
  • Suggest clear, actionable improvements to models, methods, and solution approaches
  • Document recommended changes and findings for stakeholders and technical teams

Requirements

  • 5+ years of experience in optimization, operations research, or applied mathematics
  • In-depth knowledge of Convex Optimization, including convexity, duality, and optimality conditions
  • Strong command of Linear Programming, including formulation, the simplex and interior-point methods, sensitivity analysis, and duality
  • Very good understanding of Linear and Non-linear Programming, including their theory, solution methods, and limitations
  • English proficiency at B2 level or higher

Nice to have

  • Background in Oil & Gas domain

Benefits

CONTINUOUS UPSKILLING, LEARNING & DEVELOPMENT

  • Diversity of tasks and projects
  • Assessment center for objective review of competency level
  • Personal development plan
  • Mentoring programs and leadership development
  • Certification and professional development support
  • Access to learning platforms including more than 2,500 internal courses
  • English courses taught by certified teachers

CORPORATE BENEFITS

  • Extra leave days
  • Referral bonuses

COMPENSATION PACKAGE

  • Competitive compensation paid in USD
  • Regular salary and performance reviews

MEDICAL & HEALTHCARE

  • Private health insurance
  • Well-being events

WORKING ENVIRONMENT

  • Recreation areas and kitchens
  • Tea, coffee and snacks
  • Sports equipment and game consoles
  • IT Equipment
  • Microsoft’s Software Assurance Home Use Program (HUP)
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