Principal Data Scientist

Company:
Location: Bengaluru, Karnataka

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Your Profile

  • Develop models and algorithms that drive innovation across content andbooking flows for BookMyShow. This may include the order fulfilment, long-tail content discovery, fraud detection, search, marketing personalization, etc.
  • Develop company A/B testing framework and test model quality.
  • Mine and analyse data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
  • Develop custom data models and algorithms to apply to data sets.
  • Assess the effectiveness and accuracy of new data sources and data gathering techniques.
  • Build and mentor a team of talented data, data scientists and machine learning engineers.
  • Conduct statistical analysis to provide insights and identify trends/opportunities
  • Provide thought leadership by researching best practices, conducting experiments, and collaborating with industry leaders.

Your Checklist

  • Masters/PhD in computer science, statistics, operations research or related technical discipline.
  • 4+ years of industry experience in working with Big Data.
  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, classification, forecasting, etc.) and their real-world implementation.
  • Experience working with and creating data architectures.
  • Technical expertise in a language of your choice, ability to rapidly prototype.
  • Experience in building and deploying end-to-end ML solutions that deliver product value.
  • Experience in handling large volumes of multidimensional data or unstructured data.
  • Good business and communication skills with an ability to validate and scientifically prove hypotheses for a given business problem.
  • Prior experience in building data for complex real time problems.
  • Experience visualizing/presenting data for stakeholders using: Periscope,Business Objects, D3, ggplot, etc.

*** Mention DataYoshi when applying ***

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