Clear goal-setting and prioritization (choosing the highest-impact work first)
Structured problem-solving (turning questions into testable ideas)
Data analysis and storytelling (explaining performance and decisions clearly)
Stakeholder management (aligning with product, design, finance, leadership)
Paid acquisition strategy across major ad platforms (search and social)
Budget pacing and efficiency management (spend vs. results)
Experiment design and evaluation (A/B testing basics, avoiding misleading conclusions)
Conversion rate optimization for landing pages and funnels
Marketing measurement fundamentals (tracking, attribution concepts, reporting)
Creative iteration process (briefing, testing messages and formats, rapid improvements)
Lifecycle thinking (how onboarding, email, and retention affect growth)
Tool fluency (analytics, ad managers, dashboards, testing tools)