Fullstack Gen AI - Engineer

Mandatory Skills: Advanced GenAI & Agentic Framework Concepts, Cloud Application Integration & Deployment, AI Agents & Tool Calling, Azure AI Foundry, Agentic AI Systems, LangChain, LangGraph Additional Skills: GitHub Key Responsibilities: Develop and implement Generative AI solutions using platforms such as Amazon Bedrock, Azure OpenAI Service, Azure AI Foundry, Grog, or AI Search Index services. Build Retrieval-Augmented Generation (RAG), Graph RAG, or Agentic AI solutions to support enterprise knowledge retrieval and intelligent automation use cases. Develop AI-powered applications leveraging Large Language Models (LLMs) aligned with business requirements. Develop secure AI services using Python and FastAPI, implement authentication, authorization, asynchronous APIs, request throttling, scheduling, multithreading, and scalable API design where applicable. Configure and implement AI agents, tool-calling mechanisms, and intelligent workflow automation solutions. Develop and maintain workflows using LangChain or LangGraph to orchestrate AI interactions and business processes. Implement prompt engineering, context management, and retrieval strategies to improve AI response quality and relevance. Support implementation of vector databases, semantic search, and prompt engineering techniques to improve retrieval quality and AI response accuracy where applicable. Support fine-tuning and model customization activities to enhance model performance for domain-specific use cases. Integrate AI applications with enterprise systems, databases, external APIs, cloud services, and Model Context Protocol (MCP)-based services where applicable to enable secure, scalable, and seamless business workflows. Perform testing, validation, and evaluation of AI-generated outputs to ensure quality, accuracy, and reliability. Monitor AI solution performance and support troubleshooting and optimization activities. Maintain technical documentation, prompt configurations, workflow definitions, and implementation artifacts. Collaborate with various teams and stakeholders to support successful AI solution delivery. Ensure AI solutions are reliable, scalable, maintainable, and aligned with business requirements. Behavioral Competencies: Demonstrates ownership and accountability while delivering high-quality AI solutions. Collaborate effectively with various teams and business stakeholders to ensure smooth delivery. Maintains a quality-first mindset while developing reliable and effective AI-powered applications. Applies strong analytical and problem-solving skills to resolve AI, retrieval, and workflow-related challenges. Shows adaptability and willingness to learn evolving AI technologies, frameworks, and industry trends. Communicates clearly by sharing progress, risks, assumptions, and dependencies proactively. Maintains attention to detail during AI solution development, testing, validation, and deployment activities. Works effectively in dynamic environments with changing priorities and evolving business requirements. Takes initiative in improving AI solution quality, automation effectiveness, and operational efficiency. Demonstrates a customer-centric mindset by delivering reliable, high-quality solutions. Mandatory Competencies DevOps/Configuration Mgmt - DevOps/Configuration Mgmt - GitLab,Github, Bitbucket Cloud - Azure - Azure Devops, Azure Pipelines, Azure CLI User Interface - UI-React - React Data & AI - GEN AI - Azure AI Foundry Data & AI - GEN AI - Workflow & Agentic Frameworks (LangChain / LangGraph) Data & AI - GEN AI - Prompt Engineering / Vector Databases Data & AI - GEN AI - Retrieval Augmented Generation (RAG) / Graph RAG / Agentic AI Systems Data & AI - GEN AI - Fine tuning & Model Customization / AI Agents & Tool Calling Data & AI - GEN AI - Python Data & AI - GEN AI - Pandas Data & AI - GEN AI - NumPy Data & AI - GEN AI - Advanced GenAI & Agentic Framework Concepts Data & AI - GEN AI - Cloud Application Integration & Deployment Beh - Communication and collaboration Perks and Benefits for Irisians Iris provides world-class benefits for a personalized employee experience. These benefits are designed to support financial, health and well-being needs of Irisians for a holistic professional and personal growth. Click here to view the benefits.