Research Scientist - Driven Agent Self-Evolution - Global Frontier Tech Recruitment Program - 2027 Start (PhD)

Develop self-evolving LLM agent frameworks that learn and improve from execution traces, user feedback, and environmental signals. Build large-scale log analytics pipelines to extract quality signals and usage patterns from model and agent invocations. Apply frontier LLM post-training, reasoning, and planning techniques, then collaborate with algorithm, platform engineering, and product teams to turn research ideas into scalable production systems.