4+ years of experience as a Researcher or similar role within a technical or data-driven environment at a large company PhD or equivalent experience in Computer Science, Machine Learning, Artificial Intelligence, or a related field Experience working closely with LLM researchers and familiarity with how they think, communicate, structure projects, and measure success Demonstrated success in translating ambiguous or high-level research directions into actionable plans for engineering and delivery teams. Proven ability to translate research ambiguity into clear tactical execution plans Strong background leading technical delivery efforts and code-heavy teams Effective communicator, both in async and live settings, across technical and non-technical audiences. Working knowledge of Python and/or JavaScript to effectively engage with Engineering Managers and assess code-level output quality. Exceptional communication and documentation skills - comfortable leading async and live updates across technical and non-technical audiences. Strong decision-making, prioritization, and conflict-resolution abilities in dynamic, high-stakes environments.