Design, develop, and optimize backend systems and APIs to support AI/LLM models and MCP tools, ensuring robustness, scalability, and efficiency for large-scale production.
Collaborate with product managers and business teams to plan and execute the AI-driven feature roadmap, aligned with business goals.
Integrate with external partners, understanding their system limitations and delivering solutions that enable smooth integration.
Enhance existing features across teams, including refactoring and optimization to improve performance and scalability.
Build and maintain infrastructure for AI/LLM and MCP services (data pipelines, deployment scripts, monitoring).
Implement comprehensive testing strategies (unit, functional, end-to-end) to ensure reliability and quality.
技術スタック
必須スキル
3+ years of backend experience with design, development, and operations for large-scale systems
Cloud experience (GCP or AWS)
Data modeling and queries for RDBMS/NoSQL
Modern infrastructure and observability: Kubernetes, Terraform, DataDog