MakeMyTrip - Lead Data Scientist - SQL/Python

2 months ago


bangalore, India MakeMyTrip Full time

Responsibilities :

- Train and deploy best in class deep learning models for ranking, pricing, recommendation, representation learning 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 rigor.

- 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 5-7 years of experience.

- 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.

Salary : 12 - 25 LPA

(ref:hirist.tech)

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