AI/ML Engineer
Jade Global9 months ago
Pune, IndiaSenior
Responsibilities
- Build and deploy end-to-end LLM-based GenAI applications.
- Work with OpenAI/Azure OpenAI, Gemini, Claude, LLaMA, and Mistral.
- Design and implement agentic and multi-agent systems using MCP and A2A.
- Develop RAG pipelines and document intelligence solutions.
- Build applications with LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, and Google ADK.
- Develop AI backend services using Python, FastAPI, and Flask.
- Integrate chat UIs, copilots, dashboards, and AI APIs.
- Productionize, deploy, and monitor AI systems on cloud platforms.
- Ensure system performance, security, scalability, and Responsible AI compliance.
Requirements
- Strong Python programming skills with FastAPI and Flask.
- Solid understanding of machine learning, deep learning, NLP, and GenAI concepts.
- Hands-on experience with LLMs, embeddings, and prompt engineering.
- Expertise designing agentic systems with MCP and A2A.
- Expertise in RAG architectures and vector databases including FAISS, Pinecone, Weaviate, Chroma, and Milvus.
- Working knowledge of HTML, CSS, JavaScript, and Streamlit; React is preferred.
- Experience with API design and integration using REST and WebSockets.
- Strong deployment and MLOps experience with Azure, AWS, or GCP; Docker; Kubernetes; CI/CD; and MLflow, Azure ML, SageMaker, or Vertex AI.
- Preferred experience fine-tuning open-source LLMs with LoRA, PEFT, and Hugging Face.
- Preferred experience with autonomous agents, asynchronous workflows, RPA and Agentic AI integration, and AI governance, monitoring, and security.
Tech Stack
Categories
About Jade Global
Jade Global provides IT consulting, systems integration, and managed services for enterprises, covering cloud transformation, ERP/CRM modernization, data and analytics, integration, and automation. It implements and supports platforms from Oracle, Salesforce, SAP, ServiceNow, Workday, Snowflake, and Boomi. Privately held and founded in 2003, the company is headquartered in San Jose, California and serves customers across North America, Europe, and APAC.