An AI-native working approach, proven through analytical workflows or tools you have built and used, with an ability to evaluate generated code and conclusions, identify errors, and apply human judgment. Familiarity with Salesforce, Marketo, Adobe Analytics, Tableau, or Amplitude, and with account engagement, pipeline progression, lifecycle measurement, and proactive usage of social listening data.