MakeMyTrip
Location
Bangalore | India
Job description
Responsibilities: Train and deploy best in class deep learning models for ranking, pricing, recommendation, representation learning, FinTech products. Work with stakeholders at various stages of project, lead project development from inception to completion. Be a SQL python ninja, understand data thoroughly, build smart AI/ML systems. Opportunity to work with large click stream e-commerce data sets, at MakeMyTrip and GoIbibo, i. e., in rapidly growing travel space. Build and own robust data science APIs meeting 99% SLA at very high RPS. Also ensure training/inference MLOps rigour. Show business impact while having opportunity to build best in class AI/ML models.
Requirements: Bachelor's degree in mathematics, Statistics, related technical field, or equivalent practical experience. A minimum of 8 years of experience (or minimum of 5 years with a Ph. D.) in one or more of the following: ML Modeling, Ranking, Recommendations, or Personalization systems. Experience with statistical data analysis such as linear models, multivariate analysis, stochastic models, and sampling methods. Experience with applying machine learning techniques to big data systems (e. g., Spark) with TB to PB scale datasets. Experience with data querying languages (e. g., SQL), scripting languages (e. g., Python), and/or statistical/mathematical software. Strong research record demonstrated through publications. Knowledge of advanced ML techniques such as Classification, Prediction, Recommender Systems, Anomaly Detection, Optimization, Privacy Preserving Machine Learning. Experience with design and analysis of experiments. Experience with large-scale A/B testing systems, especially in the domain of online advertising or online commerce.Job tags
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