Senior QA + ETL Engineer

1 week ago

Mysuru, India MindBrain Full time

Job Description: GenAI + GCP Developer Experience: 4+ Years Work Mode: Remote Role Type: Contract About the Role We are looking for a skilled GenAI + GCP Developer to design, build, and deploy production-ready Generative AI applications on Google Cloud Platform. The ideal candidate will have strong hands-on experience with Vertex AI, Python, LangChain, and Retrieval-Augmented Generation (RAG) architectures, along with a solid background in API development and scalable cloud deployments. Key Responsibilities - Design, develop, and maintain Generative AI applications using GCP services. - Build and optimize RAG pipelines integrating LLMs with structured and unstructured data sources. - Implement LangChain-based workflows for multi-step AI reasoning and orchestration. - Develop and deploy scalable GenAI APIs for production environments. - Leverage Vertex AI for model training, tuning, deployment, and monitoring. - Integrate vector databases and embeddings for efficient semantic search and retrieval. - Ensure performance, security, and scalability of AI-driven systems. - Collaborate with cross-functional teams to translate business requirements into AI solutions. Mandatory Skills - 4+ years of professional experience with Python - Strong hands-on expertise in Vertex AI (GCP) - Experience building RAG (Retrieval-Augmented Generation) pipelines - Proficiency with LangChain or similar LLM orchestration frameworks - Experience developing and deploying REST/GenAI APIs - Strong understanding of LLM concepts, embeddings, and prompt engineering Good to Have - Experience with vector databases (Pinecone, FAISS, Chroma, etc.) - Knowledge of GCP services such as Cloud Run, GKE, BigQuery, Cloud Functions - CI/CD pipelines and MLOps practices - Exposure to multi-modal GenAI applications

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