[Industry-Specific AI Agent] AI Engineer Creating the Future of Cities in an Elite Organization with Many PhD Holders ◆ Full-Stack Development x Cutting-Edge LLM Agent ResearchEnglish summary from Japanese

Must-haves

• Experience in building architectures for multi-step reasoning, tool usage, memory, and planning.
• Experience with prompt design, RAG, fine-tuning, and inference optimization.
• Experience in full-stack web application development, from frontend to backend.
• Experience in designing, implementing, testing, and releasing new features.
• Experience in developing research prototypes and production code.
• Ability to collaborate closely with business and engineering teams.

Nice-to-haves

• Experience in designing offline evaluation metrics, A/B testing, and regression prevention.
• Experience in conference presentations, paper writing, and patent applications.

Tech stack