Senior Associate - AI/Data Engineer (PEG Alpha)

About the role

Senior Associate - AI/Data Engineer (PEG Alpha) at Bain & Company. Build and maintain data models, schemas, transformation layers, and reusable data components that support analytics and AI-enabled applications.

What you'll do

• Build and maintain data models, schemas, transformation layers, and reusable data components that support analytics and AI-enabled applications
• Develop and integrate AI/LLM-based capabilities such as Retrieval-Augmented Generation (RAG), semantic search, information extraction, summarization, copilots
• Build robust ingestion, transformation, validation, and enrichment pipelines to prepare enterprise data for analytics, machine learning, and GenAI use cases
• Work with relational, NoSQL, analytical, and vector databases to support application, analytics, and AI workloads
• Develop APIs, services, and reusable components that enable applications and AI systems to securely consume data and model capabilities

What you need

• 4–5 yrs of experience
• Machine learning
• SQL
• LLMs
• Python
• Pandas
• ETL
• B.Tech or B.E. or B.Sc or BCA or M.Tech or MCA or M.Sc

Good to have

• Spark
• Data modelling
• AWS
• Prompt engineering
• Databricks
• Azure