Partner tightly with Product Management, Product Marketing, and Presales/TAM to align essential messaging to personas and verticals (hedge fund, market maker, asset manager), overcome market challenges, collect feedback, and improve the framework. Kdb+/q proficiency: experience handling low-latency time-series data, designing queries, building efficient data pipelines (data engineering), using attributes, and optimizing data storage/retrieval workflows.