Senior Data Scientist · Mumbai

• Lead a small group of DS developers in collaborate/streamline data science work with product, BA, MLOps. Cover tasks in DS model development/redevelopment and support the deployment into multiple markets for production purpose.

• Leading the collaboration with MLOps to understand the need for industrialization, ensure smooth transition from DS development to industrialization by providing sufficient DS support.

• Code development/redevelopment planning, provide direct support to DS developers in the execution.

• Leading model tunning.

• Ensure proper code standard are enforced, complete documentation is created and strong code management through version control. Leading regular code review together with the data scientist project lead.

• Leading the testing/evaluation planning with the data scientist project lead. Establishing model evaluation and validation framework in the context of deployment. Creating standard test report structure.

• Ensure production grade code is developed and maintained for quick roll-out purpose. High level of transparency and replicability is achieved.

• Leading the planning of RCA for any issue identified.

• Creating the monitoring plan for production.

• Support the activities in the UAT with the end users.

• Working as the contingency resource for development to ensure timely delivery.

• Ensure a common code base is created for efficient roll-out in new market with highly modular architecture, well designed data abstraction, high configurability and high level of parameterization.

Technical Skills:

• Brings 6+ years of deep data science experience.

• Strong knowledge of machine learning and statistical modeling techniques in a in a clouds-based environment such as GCP, Azure, Amazon, Databricks

• Experience with programming languages such as Python, R, Spark

• Strong understanding of data structures, algorithms, and software design principles, highly sensitive to algorithm complexity.

• Experience with GCP platforms and services such as Big Query, Cloud ML Engine, and Cloud Storage

• Experience in configuring and setting up the version control on Code, Data, and Machine Learning Models using GitHub.

• Strong experience in development planning.

• Good knowledge in coding standard, building re-useable services.

• Experience in end-to-end data science project delivery

Non-Technical Skills:

• Solution Designing

• Critical Thinking

• Ecommerce Domain Understanding (Good to Have)

EDUCATION:

• B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent.