Develops data, environments, and evaluation systems for AI agents performing hardware engineering tasks. Responsibilities include scaling experimental environments, profiling and benchmarking unreleased models, and conducting research at the intersection of hardware engineering and reinforcement learning. The role requires low-level systems or VLSI experience, strong research judgment, rigorous engineering, ownership, and leadership.