Data scientist in oil & gas

Описания нет

• 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

• Minimum of 3 years working in optimization, operations research, or applied mathematics
• Thorough understanding of Convex Optimization, covering convexity, duality, and optimality conditions
• Solid expertise in Linear Programming, covering formulation, simplex and interior-point methods, sensitivity analysis, and duality
• Strong grasp of Linear and Non-linear Programming, including their underlying theory, solution techniques, and constraints
• English language skills at B2 level or above
• Будет плюсом: Experience within the Oil & Gas sector

• Delivering innovative solutions to industry leaders, making a global impact
• Enjoyable working environment, whether it is the vibrant office or the comfort of your own home
• Opportunity to work abroad for up to two months per year
• Relocation opportunities within our offices in 55+ countries
• Corporate and social events
• Leadership development, career advising, soft skills and well-being programs
• Certifications, including GCP, Azure and AWS
• Unlimited access to EPAM's internal learning database
• Free English classes with certified teachers
• Discounts in local language schools, including online courses for the Kazakh language
• Participation in the Employee Stock Purchase Plan
• Monetary bonuses for engaging in the referral program
• Medical & family care package
• Six trust days per year (sick leave without a medical certificate)
• Coverage of psychology sessions of your choice
• Benefits package (sports activities, a variety of stores and services)
• Housing support program: preferential mortgage access via Otbasy Bank partnership