Stakeholder management across departments (legal, IT, data owners, communications)
Program leadership and change management (driving adoption and new ways of working)
Clear written communication (policies, dataset documentation, public updates)
Data governance (standards, ownership, quality, lifecycle management)
Privacy and responsible data release practices (risk assessment, de-identification basics)
Open data standards and publishing practices (metadata, formats, APIs, licensing)
Product thinking for data platforms (user needs, roadmap, feedback loops)
Metrics and impact measurement (usage analytics, outcomes, storytelling with evidence)
Basic technical fluency (databases, data pipelines, versioning concepts) to work effectively with engineers
Vendor and contract management (platform selection, SLAs, procurement)