Job Location: Mumbai
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.
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