Structured problem solving (turning ambiguity into a clear plan)
Stakeholder management (aligning Product, Marketing, Sales, and execs)
Communication and storytelling with data (clear recommendations)
Data analysis and insight generation (funnels, cohorts, segmentation)
Experiment design and measurement (A/B tests, test planning, learning loops)
Go-to-market planning (positioning, channels, launch coordination)
Pricing and packaging basics (how monetization changes growth)
Lifecycle/customer journey thinking (acquisition to retention)
Tool familiarity (analytics, dashboards, CRM/marketing tools)
Commercial judgment (unit economics, payback periods, margin awareness)