GenAI/ Architect

6 days ago

Pune, India Vantageiq Technologies Opc Full time

Job Description We are seeking an experienced GenAI Lead / Architect** to design and implement scalable Generative AI solutions leveraging AWS services. The ideal candidate will lead the transformation of existing LLM-based architectures into efficient, cloud-native platforms, ensuring robust, secure, and cost-effective deployments. Key Responsibilities: - Design and architect scalable GenAI solutions usingAWS Bedrockand other AWS services. - Lead the transformation ofhomegrown LLM-based architectureinto amanaged cloud-native solution. - Provide architectural guidance across components: RAG pipelines, LLM orchestration, vector DB integration, inference workflows, and scalable endpoints. - Collaborate closely with GenAI developers, MLOps, and data engineering teams to ensure alignment on implementation. - Evaluate, integrate, and benchmark frameworks such asLangChain, Autogen, Haystack, or LlamaIndex. - Ensure infrastructure and solutions aresecure, scalable, and cost-optimizedon AWS. - Act as atechnical SME and hands-on contributorfor architecture reviews and POCs. Must-Have Skills: - Proven experience architecting LLM applications with RAG, embeddings, prompt engineering. - Hands-on understanding of frameworks likeLangChain,LlamaIndex, orAutogen. - Knowledge ofLLMs like Anthropic Claude, Mistral, Falcon, or custom models. - Strong understanding of API design, containerization (Docker), and serverless architecture. - Expertise withAWS Bedrock, S3, Lambda, SageMaker, API Gateway, DynamoDB/Redshift, etc. - Experience leading cloud-native transformations. Preferred: - AWS Certified Solutions Architect. - Experience with CI/CD, DevOps integration for ML/AI pipelines. - Exposure to Azure/GCP in GenAI (bonus).

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