ML Engineer

3 - 8 years

5 - 10 Lacs

Posted:1 day ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

About the Role

We are looking for a Senior Software Engineer with 3-5 years of experience to join our team building an enterprise-grade AI orchestration platform. You will work on our agentic execution layer that integrates large language models (LLMs), third-party tools, and task graph execution to enable complex AI-driven workflows.

What Youll Work On

  • Design and implement distributed microservices for AI agent orchestration

  • Build and optimize task graph execution engines for LLM-powered workflows

  • Develop integrations with multiple LLM providers and tool ecosystems

  • Create and maintain gRPC/REST APIs for real-time AI interactions

  • Implement document processing pipelines (ingestion, chunking, vector embeddings)

  • Work on knowledge base systems with vector search capabilities

  • Build code interpreter sandboxes for safe AI code execution

  • Contribute to MCP (Model Context Protocol) server implementations

  • Required Skills

    Must Have

  • Python - 3+ years production experience, async programming (asyncio), type hints, Pydantic

  • Backend - FastAPI or similar frameworks, gRPC Protobuf, microservices patterns

  • Databases - PostgreSQL (SQLAlchemy, migrations), Redis (caching, pub/sub, distributed locks)

  • AI/ML - LLM API integration (OpenAI, Google AI, Anthropic), understanding of embeddings RAG

  • Infrastructure - Docker, Kubernetes basics, observability (logging, tracing)

  • Cloud - GCP, AWS, or Azure experience

  • Nice to Have

  • Vector databases (Milvus, Pinecone)

  • Workflow orchestration (Temporal, Celery)

  • Document processing (PDF parsing, OCR)

  • Bazel build system

  • MCP (Model Context Protocol)

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