Data Scientist

Data Scientist – Recommender Systems

Location: Bengaluru (Hybrid)

Role Summary

We're seeking a skilled Data Scientist with deep expertise in recommender systems to design and deploy scalable personalization solutions. This role blends research, experimentation, and production-level implementation, with a focus on content-based and multi-modal recommendations using deep learning and cloud-native tools.

Responsibilities

• Research, prototype, and implement recommendation models: two-tower, multi-tower, cross-encoder architectures
• Utilize text/image embeddings (CLIP, ViT, BERT) for content-based retrieval and matching
• Conduct semantic similarity analysis and deploy vector-based retrieval systems (FAISS, Qdrant, ScaNN)
• Perform large-scale data prep and feature engineering with Spark/PySpark and Dataproc
• Build ML pipelines using Vertex AI, Kubeflow, and orch...