Must-Have Skills: Deeplinking, campaign tracking and attribution at consumer scale (App Links / Universal Links, iOS/Android/web, URL parameter taxonomies, click-to-conversion attribution). Nice-to-Have Skills: Lifecycle messaging and personalization marketing automation platform integration (SFClient, Braze, Iterable or equivalent), journey/trigger config, API-driven personalization.