Gen AI - Lead

Role Overview

We are looking for an experienced Lead Engineer (8 - 10 Years) with solid expertise in Python, AWS Cloud, Generative AI, and hands-on experience in RAG (Retrieval Augmented Generation), Agentic workflows, and building LLM-powered applications. The ideal candidate will lead design, architecture, and development of scalable AI solutions, mentor the team, and collaborate closely with product and architecture teams.

Key Responsibilities:
Architecture, Design Technical Leadership
Lead end-to-end design and development of GenAI-powered applications.
Ability to understand and translate customer requirement into scalable AI architectures and meaningful design leveraging cloud services
Drive adoption of LLM orchestration frameworks (LangChain 1.0, LangGraph, OpenAI tools, custom agents).
Keep pace with technological evolution in Gen AI space, explore and set up PoC for better solutions
Generative AI Development
Build RAG pipelines using vector databases, embeddings, and document indexing.
Design and implement Agentic workflows
Implement vector search using PGVector, FAISS etc.
Create embedding pipelines, chunking strategies,



metadata tagging, and retrieval optimizations.
MCP
Python Cloud
Build backend services, API layers, and model-serving components in Python (Flask).
Understanding of AWS services such as ECS, API Gateway, S3, Bedrock, CloudWatch, SageMaker.
Performance and Security as first principles
Collaboration
Lead a small team of engineers, conduct code reviews and design reviews.
Work with cross-functional teams Product, Architecture, Security, Data Engineering.
Ensure best practices in coding, testing, observability, and DevOps.

Mandatory Competencies
Programming Language - Python - Flask
Data Science and Machine Learning - Data Science and Machine Learning - Gen AI
Cloud - AWS - AWS S3, S3 glacier, AWS EBS
DevOps/Configuration Mgmt - DevOps/Configuration Mgmt - GitLab,Github, Bitbucket
Data Science and Machine Learning - Data Science and Machine Learning - AWS Sagemaker
Cloud - AWS - ECS
Development Tools and Management - Development Tools and Management - CI/CD
Beh - Communication and collaboration

📌 Gen Ai Lead Noida (India)
🏢 IRIS SOFTWARE
📍 India