Staff Software Engineer II (AI Platform Engineer)
仕事内容
Lead architectural design and evolution of an AI Platform enabling multi-agent orchestration, RAG, and integration with enterprise microservices.
Architect scalable, secure backend systems using Java (Spring Boot) and Python (FastAPI/Flask), exposing REST and gRPC APIs for backend services, AI agents, and frontends.
Implement and optimize LLM integration (GPT, Claude, Gemini, Mistral) and RAG pipelines using vector stores (Pinecone, Weaviate, FAISS).
Build distributed, fault-tolerant microservices with horizontal scalability; drive latency, cost, and reliability improvements; establish observability with Prometheus/Grafana.
Lead with a hands-on approach, mentoring engineers and driving design reviews, coding standards, and roadmap delivery.
Explore new frameworks and deployment models to push Agentic AI in production, promoting automation and open-source adoption.
Architect scalable, secure backend systems using Java (Spring Boot) and Python (FastAPI/Flask), exposing REST and gRPC APIs for backend services, AI agents, and frontends.
Implement and optimize LLM integration (GPT, Claude, Gemini, Mistral) and RAG pipelines using vector stores (Pinecone, Weaviate, FAISS).
Build distributed, fault-tolerant microservices with horizontal scalability; drive latency, cost, and reliability improvements; establish observability with Prometheus/Grafana.
Lead with a hands-on approach, mentoring engineers and driving design reviews, coding standards, and roadmap delivery.
Explore new frameworks and deployment models to push Agentic AI in production, promoting automation and open-source adoption.
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