Ai Ml Engineer
- Source: Naukri
- Devlabs Alliance
- $15,892.36 to $21,189.81 /yr
- On-site
- Hyderabad
- Full-Time
- Mid level
Job Description
Role & responsibilities:
- Python (expert level) for ML, orchestration, and agent logic.
- Strong understanding of async programming, concurrency, and task scheduling.
- Foundations of Agentic AI
- Design and implementation of autonomous AI agents.
- Experience with agent architectures:
- Understanding of stateful vs stateless agents and memory management.
- Hands-on experience with LLMs (OpenAI, Azure OpenAI, Anthropic, open-source models)
- Prompt-engineering techniques for Reasoning (Chain-of-Thought, Self-Reflection)
- Practical experience with agent frameworks, such as:
- LangGraph / LangChain (agents, tools, memory)
- Semantic Kernel
- AutoGen, CrewAI, or similar
- Memory, Context & Knowledge Augmentation
- Design of agent memory systems:
- Retrieval-Augmented Generation (RAG):
- Vector databases (FAISS, Pinecone, Azure AI Search, etc.)
- Embedding selection and chunking strategies
- MLOps & AgentOps
- Deployment of agents into production environments
- Experience with Docker, Kubernetes, serverless deployments (Azure/AWS)
- Evaluation & Testing of Agentic Systems
- Designing evaluation frameworks for agents:
- Integration with:
- Enterprise systems (CRM, ERP, databases)
- Web services, internal APIs, and SaaS tools
- Strong experience with at least one cloud platform:
- Azure (preferred for enterprise agentic AI), AWS, or GCP
Location: Hyderabad
Interested candidates can share their resumes at [email protected]
Skills
- Python
- microsoft-azure
- LangGraph
- LangChain
- crewai
- FAISS
- azure-search
- Docker
- Kubernetes
- serverless
- amazon-web-services
- google-cloud-platform
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