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AI ML Engineer, (Python, Gen AI) || 5 year+ || Noida || Only Immediate Joiner
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Innova ESI
Job Description
Role : AI ML Engineer, (Python, Gen AI)
Location: Noida
Experience: 5 Year+
Job Description :
Key Responsibilities
- Design, develop, and deploy AI/ML and Generative AI applications for enterprise use cases.
- Build and optimize applications using Large Language Models (LLMs) such as GPT, Llama, Claude, or Gemini.
- Develop Retrieval-Augmented Generation (RAG) solutions using vector databases.
- Create AI pipelines using Python and frameworks like LangChain or LlamaIndex.
- Fine-tune, evaluate, and monitor machine learning and foundation models.
- Build REST APIs and integrate AI models into enterprise applications.
- Develop scalable microservices using FastAPI or Flask.
- Work with cloud platforms such as Azure, AWS, or Google Cloud.
- Implement prompt engineering, model evaluation, and guardrails.
- Collaborate with business stakeholders, architects, and data engineers.
- Follow MLOps best practices for deployment, monitoring, and CI/CD.
Required Skills
- 5+ years of experience in Python development.
- Strong understanding of machine learning algorithms and NLP.
- Hands-on experience with Generative AI and LLMs.
- Experience with:
- Python
- LangChain
- LlamaIndex
- Hugging Face Transformers
- OpenAI APIs or Azure OpenAI
- Vector databases (Pinecone, FAISS, ChromaDB, Weaviate, or Milvus)
- FastAPI or Flask
- SQL and NoSQL databases
- Knowledge of RAG architecture and prompt engineering.
- Experience with Docker and Kubernetes.
- Familiarity with Git and CI/CD pipelines.
- Good understanding of cloud services (Azure preferred, AWS/GCP also valuable).
Preferred Skills
- Experience with AI agents and agentic workflows.
- Knowledge of MCP (Model Context Protocol).
- Experience with orchestration frameworks such as LangGraph or CrewAI.
- Exposure to MLOps tools like MLflow, Kubeflow, or Azure ML.
- Experience with monitoring and evaluation tools for LLMs.
Education
- Bachelor's or Master's degree in Computer Science, Information Technology, AI, Data Science, or a related field.
Required Skills
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