EY - GDS Consulting - AI And DATA - Data Scientist - Opt - Manager

EY

Fresher Bengaluru Full Time Work from office
EY logo
Posted : today
Actively hiring

Job description

Join EY's GDS Consulting team as an AI & Data Scientist, specializing in Optimization. This role offers a unique opportunity to shape strategic mine planning through advanced optimization models. You will contribute to solving complex scheduling, blending, and capacity challenges, directly influencing long-term operational decisions within the mining sector. Be part of a global team focused on building a better working world through innovative data and technology solutions.

Responsibilities

Design and implement large-scale optimization models for strategic mine planning, addressing intricate scheduling, blending, and capacity problems. Develop and maintain models using linear programming, mixed-integer programming, and network/flow-based techniques. Define and integrate constraints related to capacity, sequencing, blending, costs, and boundaries. Tune optimization solvers and rigorously diagnose issues with infeasibility, performance, and stability. Validate model outputs through comprehensive testing, cross-checks, and alternative formulations. Collaborate closely with product and domain teams to translate business requirements into robust optimization solutions. Take ownership of solution correctness and confidently justify optimization outputs to stakeholders.

Qualifications

A strong foundation in Operations Research, Optimization, and the mining industry is essential. Demonstrate practical experience with linear programming and mixed-integer programming in production environments. Proven hands-on expertise with commercial solvers such as Gurobi, AMPL, and Maroma. Experience handling large, complex datasets and optimizing performance-critical problems. Proficiency in Python for model development and integration is required. Familiarity with large-scale optimization problems is a key requirement for this role.

Essential Skills

Operations ResearchOptimizationLinear ProgrammingMixed Integer ProgrammingPythonGurobiAMPLMaromaData AnalysisLarge Datasets

Good to Have

Mine PlanningHeavy Industry OptimizationSchedulingAPI IntegrationStochastic OptimizationC#.NET

Highlights

  • Actively hiring

More Details

RoleEY - GDS Consulting - AI And DATA - Data Scientist - Opt - Manager
IndustryManagement Consulting
DepartmentData Scientist, Operations Research
Employment TypeFull Time, Work from office

About the Company

EY Global Delivery Services ( EY GDS) logo

EY Global Delivery Services ( EY GDS)

Management Consulting

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