Senior Data Scientist/ Data Scientist

1 day ago

Gurugram Chennai, India Neal Analytics Full time

Job Description - Lead a small group of DS developers incollaborate/streamlinedata science work with product, BA, MLOps. Cover tasks in DS modeldevelopment/redevelopmentand 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. - Codedevelopment/redevelopmentplanning, 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 3+ 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. Recommended: completion of Fractal Data Science Professional Certificate

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