Noida, Uttar Pradesh, India
Information Technology
Full-Time
Tata CLiQ Fashion
Overview
- 2+ years of work experience working as a Data Scientist.
- Apply data mining techniques, statistical analysis, and build high quality machine learning models.
- Exposure to A/B or multivariate test design and deployment process.
- Participate in monitoring the performance of machine learning models and experiment to improve it.
- Passion for solving interesting and relevant real-world problems using a data science approach
- Exposure in building customer cohorts for CRM campaigns, market basket analysis.
- Research mindset with knowledge of state-of-the-art techniques in the area of NLP (preferred in e-commerce domain)
- Experience with python, pyspark, ML libraries, AWS services such as Glue, EKS, S3, Sagemaker, Redshift. Proficient building queries with SQL.
- Experience in machine learning and in one or more of the topics such as, NLP, Computer Vision, recommender systems and Optimization.
- Experience of deployment of pre-trained models from hugging face/AWS bedrock.
- Understanding of Git, Docker, CI/CD pipeline, setting up model endpoints and test it on web framework as FastAPI.
- Experience in building and retraining NLP models for different use cases.
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