Advanced Analytics Professional

4 days ago

Bengaluru, Karnataka, India beBeeDataScientist Full time ₹ 1,04,000 - ₹ 1,30,878

Job Title: Advanced Analytics Professional

Job Description:

As a seasoned professional, you will play a pivotal role in driving data-driven decision-making and optimization for complex business processes.

This position involves designing, developing, and deploying machine learning and mathematical models to solve real-world operational problems across various domains such as supply chain, logistics, manufacturing, finance, and customer service.

Required Skills and Qualifications:
  • Experience with linear optimization algorithms: Linear Programming and Mixed Integer Programming
  • Experience with non-linear optimization algorithms: Gradient-based and Metaheuristic algorithms (such as Genetic Algorithm, Simulation Annealing etc.)
  • Experience with Simulation techniques (such as Monte Carlo, MCMC, Discrete Event, Agent-Based Modeling etc)
  • Ability to recognize optimization-type problems (such as Max Flow, Schedule Problem, Knapsack Problem etc)
  • Experience with cloud platforms (any cloud work - GCP, AWS)
  • Experience with commercial and non-commercial solvers (such as commercial Gurobi, Hexaly etc. & non-commercial HiGHS, CP-SAT OrTools etc)
Benefits:
  • Competitive salary and performance-based bonuses
  • Flexible work arrangements / Hybrid options
  • Continuous learning budget and GenAI certifications
  • Opportunity to work on cutting-edge AI projects
  • Dynamic and collaborative team environment

Key Responsibilities:

  • Participate in Predictive AI projects such as Demand Sensing and Forecasting, Price and Promotion Optimization, and others
  • Develop and deploy machine learning and mathematical models to optimize business processes
Nice to Have Requirements:
  • Experience with supply chain domain
  • Experience with pricing and promotion domain
  • Experience with deploying models
  • Experience with time series predictive models
  • Experience with feature engineering for time series data
  • Experience with classical ML techniques
  • Experience with CI/CD
  • Google Cloud (GCP) and Vertex AI

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