08 Nov
|
HMG Technology
|
Bengaluru
08 Nov
HMG Technology
Bengaluru
Job Summary
We are looking for a talented Full Stack AI/ML Engineer with strong expertise in Python, FastAPI, Large Language Models (LLMs), and frontend development using React.js. The ideal candidate will be responsible for building scalable AI-powered applications, implementing intelligent agentic workflows, and delivering end-to-end AI solutions.
Experience with Azure cloud services will be an added advantage.
Key Responsibilities
- Design, develop, and maintain scalable AI/ML-powered applications and platforms.
- Build backend APIs and microservices using Python and FastAPI.
- Develop and integrate LLM-based solutions using OpenAI, Azure OpenAI, Claude, Gemini, or similar technologies.
- Implement agentic AI workflows, orchestration pipelines, autonomous agents, and prompt engineering strategies.
- Build responsive and interactive frontend applications using React.js.
- Develop and optimize Retrieval-Augmented Generation (RAG) systems, embeddings, and semantic search workflows.
- Integrate AI services with web applications and enterprise systems.
- Collaborate with cross-functional teams to deliver high-quality AI solutions.
- Optimize application performance, scalability, reliability, and security.
- Participate in architecture discussions, code reviews, and technical planning.
- Troubleshoot and resolve production issues effectively.
Required Skills
- Solid proficiency in Python programming.
- Hands-on experience with FastAPI framework.
- Experience working with Large Language Models (LLMs) and Generative AI applications.
- Strong understanding of agentic workflows and AI orchestration frameworks.
- Experience with LangChain, LangGraph, CrewAI, AutoGen, or similar AI frameworks.
- Frontend development experience using React.js.
- Experience building REST APIs and microservices.
- Familiarity with SQL/NoSQL databases.
- Understanding of asynchronous programming and API integrations.
- Strong analytical, debugging, and problem-solving skills.
- Experience with Git and version control systems.
Preferred / Bonus Skills
- Experience with Microsoft Azure services.
- Knowledge of Azure OpenAI, Azure Functions, App Services, or Azure AI Studio.
- Experience with Docker, Kubernetes, and CI/CD pipelines.
- Familiarity with vector databases and AI infrastructure.
- Knowledge of cloud-native application deployment.
Qualifications
- Bachelors or Masters degree in Computer Science, AI, Data Science, Engineering, or related field.
- 3+ years of experience in software development, AI/ML engineering, or full stack development.
Good to Have
- Experience building conversational AI/chatbot applications.
- Knowledge of MLOps and AI deployment workflows.
- Exposure to real-time AI streaming and event-driven systems.
- Experience working in Agile/Scrum development environments.
📌 Full Stack AI/ML Engineer (Python | FastAPI | LLM | React) (Bengaluru)
🏢 HMG Technology
📍 Bengaluru