AI/ML Developer
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Role details
Tech stack
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Job description
We are looking for a skilled AI/ML Developer to join our agentic platform team. You will design, develop, and deploy LLM-powered agents and pipelines that directly serve field technicians in production. You will work closely with the platform architect and contribute to the core multi-agent orchestration system.
Requirements
Must-Have
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10+ years of software development with strong Python expertise in production environments
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2+ years hands-on LLM development (LangChain, LangGraph, or equivalent frameworks)
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RAG pipeline experience - embeddings, vector search, re-ranking, answer generation
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LLM APIs - OpenAI Chat Completions, Responses API, streaming, tool calling
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Async Python - asyncio, httpx, FastAPI
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Prompt engineering - system prompts, few-shot, structured JSON output
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Circuit breaker patterns, retry logic, resilient service design
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PostgreSQL and async ORMs (SQLAlchemy async / Alembic)
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Git, CI/CD, Docker, Kubernetes basics
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Strong system design skills - microservices, distributed systems, API design
Nice-to-Have
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LangGraph StateGraph (conditional edges, node pipelines, compiled graphs)
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Multi-agent systems - orchestration, routing, RBAC-based access control
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Langfuse or similar LLM observability (tracing, token usage, latency)
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WebSocket and SSE streaming protocols
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Multi-modal AI (vision models, image analysis)
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Vector databases (OpenSearch, Pinecone, pgvector)
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AWS services (Aurora PostgreSQL, SSM, IAM, EKS)
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Telecommunications or field service domain experience
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