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

Research and build self-evolving LLM agent frameworks that continuously improve from execution traces, user feedback, and environmental signals. Develop 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 to enhance agent capabilities, and collaborate with research, platform engineering, and product teams to productionize research at scale.