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Generative AI Architect

Generative AI Architect

Leading Healthcare IndustryBangalore (division)
1 day ago
Job description

Overview

We are seeking a highly skilled and experienced Azure OpenAI Architect to lead the design and implementation of end-to-end Generative AI systems. This role goes beyond building AI models—it involves architecting robust, scalable, and secure AI-powered applications and services across the full technology stack. The ideal candidate will combine deep expertise in AI / ML, modern software engineering practices, and cloud architecture to deliver impactful business solutions using Azure OpenAI and related technologies.

You will play a pivotal role in guiding technical strategy, integrating LLMs, overseeing system design and development, and ensuring seamless deployment and operation of AI-powered applications.

Task and Responsibilities :

  • Architect End-to-End AI Solutions : Lead the design of comprehensive AI systems from data ingestion and model orchestration to full-stack applications and secure deployment pipelines.
  • Cloud Architecture & Infrastructure : Design and manage scalable Azure cloud infrastructure, including networking, resource provisioning, monitoring, and cost optimization.
  • Security & Identity Management : Implement secure architectures using Azure Active Directory, Managed Identities, Role-Based Access Control (RBAC), Key Vault, and compliance with organizational and regulatory standards.
  • Gen AI & LLM Integration : Design and deploy Generative AI applications using Azure OpenAI Service, Open Source LLMs (e.g., Llama2, Mistral), and frameworks like LangChain, Semantic Kernel, and vector databases.
  • Software Engineering : Develop full-stack AI applications using Python (FastAPI) for backend services and ReactJS for user interfaces.
  • DevOps & CI / CD : Automate infrastructure and deployment workflows using Azure DevOps, GitHub Actions, or Terraform for continuous integration, delivery, and monitoring.
  • Data Engineering : Build and manage data pipelines for ingesting, processing, and enriching structured and unstructured data using services like Azure Data Factory, Azure Synapse, and Azure AI Document Intelligence.
  • Search & RAG Implementation : Implement advanced search features and Retrieval-Augmented Generation (RAG) pipelines using Azure AI Search, vector stores, embeddings, summarization, and query transformation.
  • Monitoring & Optimization : Continuously monitor solution performance and availability, and optimize AI workloads across the stack.
  • Collaboration & Leadership : Work with data scientists, engineers, product managers, and business stakeholders to align solutions with organizational goals.
  • Innovation & Best Practices : Stay ahead of AI trends and Azure capabilities, promoting best practices in architecture, coding, and system design.

Qualifications :

  • 8+ years of experience in IT, with 5+ years focused on AI / ML engineering or AI system architecture.
  • Proven track record in designing and delivering end-to-end AI / GenAI solutions in production environments.
  • Strong proficiency with Azure Cloud Platform , including services like :
  • Azure OpenAI, Azure AI Search, Azure App Services, Azure Functions, Azure Key Vault
  • Azure Cognitive Services (Speech, Vision, Document Intelligence)
  • Azure Kubernetes Service (AKS), Azure Container Apps
  • Deep understanding of cloud networking, security, and identity / access management on Azure.
  • Hands-on experience with DevOps tools (Azure DevOps, GitHub Actions, Terraform, Bicep).
  • Expertise in backend development using Python (FastAPI, Flask) and frontend development using ReactJS .
  • Familiarity with LLMs, Transformer architectures , vector search, LangChain, and RAG pipelines.
  • Experience with vector databases (e.g., Pinecone, Weaviate, FAISS, Qdrant) and semantic search techniques.
  • Strong skills in data engineering , working with structured / unstructured data pipelines and ETL tools.
  • Relevant certifications preferred (e.g., Microsoft Certified : Azure Solutions Architect Expert, Azure AI Engineer Associate).
  • Excellent analytical, problem-solving, and communication skills.
  • Passion for innovation and a track record of delivering enterprise-grade AI solutions.
  • Nice To Have :

  • Experience with Kubernetes , MLflow , or Ray for distributed training / deployment.
  • Familiarity with SaaS AI product development or MLOps pipelines .
  • Exposure to multi-modal GenAI (text, image, audio, video).
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