Lead II - Product Architect
BengaluruFull-time12–15 yrsPosted 1 week ago
Leadership software engineering role at UST in Bengaluru. Needs 12–15 years and an M.Sc, B.Tech or B.E..
About the role
The ideal candidate will bridge data architecture and AI application development, enabling advanced analytics, Knowledge Graphs, GraphRAG, and LLM-powered business solutions while ensuring scalability, governance, security, and operational excellence. As an AI Architect, you will lead the design and implementation of AI/ML applications on top of enterprise data ecosystems, including data lakes, warehouses, and lakehouse platforms.
What you'll do
- Define end-to-end architecture spanning data ingestion, modeling, Knowledge Graphs, AI/ML pipelines, MLOps, and GenAI applications
- Define and drive end-to-end architecture for AI, ML, and Generative AI solutions
- Design and develop AI applications leveraging both structured and unstructured enterprise data
- Architect scalable data platforms including Data Lakes, Data Warehouses, and Lakehouse architectures
- Build and optimize data ingestion, ETL/ELT, streaming, and transformation pipelines
What you need
- SQL
- Python
- AWS
- Kafka
- LLMs
- Machine learning
Good to have
- Data structures
- ETL
- MLOps
- Data modelling
- Spark
- Data warehousing