Data platform fluency - hands-on understanding of modern cloud data architectures, data pipelines, and schemas; able to trace data from source to consumption, identify data issues, and partner effectively on technical solutions. Be the go-to expert on the platform''s data - develop deep knowledge of the data model, the data it holds, and the platform''s capabilities, and answer questions from consumers about what data exists, what it means, and how to use it.