Walk-in || Data Scientist
Summary
Walk-in Data Scientist role in Bengaluru (2-5 yrs experience) writing production-grade PySpark/Python and SQL for data processing and machine learning across regression, classification, NLP, and recommender systems; GenAI exposure, cloud deployment, Docker/CI-CD, and retail domain experience are pluses.
Writes efficient code in PySpark or Python Experience in writing production system code (Modular code build, OOP framework, test cases, exception handling etc.) - Efficient data processing (vectorization, avoiding row-wise ops etc.) - Rudimentary knowledge of asymptotic algorithm analysis - Fluency in SQL, relational database, and non-structured data handling (Images, text blob) In-depth knowledge in machine learning with mathematical foundation for any two of the following modelling techniques: Regression (classical; DL is a plus), Classification (classical & DL), Text Mining/ NLP & Recommender Systems Good to Have: -Exposure to GenAI systems (LLMs, RAG, or agentic workflows) and interest in designing beyond basic use case (Situational and case-basis design thinking) - Exposure in cloud technology and model deployment (Azure/ AWS/ GCP) theoretical background with foundational concepts of docker, CI-CD etc., works. - Retail Experience & Business Acumen (Even if its 30-50% of overall experience – at least one retail project)