You are familiar with data flows, platform integrations, tag management systems, conversion application programming interfaces, server-side tracking, or cross-platform attribution, and you can use tools such as Structured Query Language, Python, or Querybook to validate or troubleshoot performance data. You communicate clearly, document workflows and launch requirements, pay close attention to data quality, and collaborate effectively with channel managers, strategists, analysts, creative partners, digital operations partners, and external agencies.