Gen AI
1 week ago
Role Overview
We are looking for an Gen AI Engineer (4-6 years) with good 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 contribute to the design and development of scalable AI solutions, work closely with senior architects, and collaborate with cross-functional teams.
Key Responsibilities
- Generative AI Design & Development
- Contribute to the design and implementation of GenAI-powered applications.
- Translate functional requirements into efficient Python services.
- Work with LLM orchestration frameworks (LangChain 1.0, LangGraph, OpenAI tools, custom agents).
- Participate in PoCs and exploratory work for new GenAI capabilities.
- Python & Cloud
- Build and enhance RAG pipelines using embeddings, vector databases, and chunking strategies.
- Implement basic Agentic workflows under guidance from senior team members.
- Work with vector search systems (PGVector, FAISS, etc.).
- Implement indexing, metadata tagging, and retrieval optimizations.
- Exposure to MCP / tool-integration frameworks is an added advantage.
- Collaboration
- Participate in code reviews, design discussions, and documentation.
- Follow best practices in coding standards, testing and DevOps
- Collaborate with team.
Required Skills
- Strong hands-on proficiency in Python (Flask, REST, async programming).
- Practical experience with Generative AI and LLM-based applications.
- Good understanding of RAG system, embeddings, vector databases.
- Exposure to Agentic frameworks (LangChain 1.0, LangGraph, ReAct, OpenAI Assistants, or custom agents).
- Familiarity with AWS Cloud (ECS, S3, API Gateway, IAM, Bedrock).
- Experience with API development, microservices, containerization etc.
- Knowledge of CI/CD pipelines, Docker, GitLab/GitHub Actions.
*Mandatory Competencies*
- Data Science and Machine Learning - Data Science and Machine Learning - Python
- Cloud - AWS - AWS SDKs, AWS CLI, AWS CloudFormation, AWS Cloudshell, AWS Cloud Development Kit
- Data Science and Machine Learning - Data Science and Machine Learning - Gen AI
- Data Science and Machine Learning - Data Science and Machine Learning - LLM
- Programming Language - Python - Flask
- Cloud - AWS - AWS S3, S3 glacier, AWS EBS
- Cloud - AWS - Amazon API Gateway
- DevOps/Configuration Mgmt - DevOps/Configuration Mgmt - Containerization (Docker, Kubernetes)
- Development Tools and Management - Development Tools and Management - CI/CD
- DevOps/Configuration Mgmt - DevOps/Configuration Mgmt - GitLab,Github, Bitbucket
- Beh - Communication and collaboration
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