8+ years of dedicated professional experience in marketing (e.g., brand strategy, growth marketing, performance marketing) at a recognized, top-tier organization (e.g., P&G, Unilever, Nike, Ogilvy, WPP, Omnicom, or equivalent). Design challenging, domain-relevant marketing tasks and write accurate, well-reasoned solutions grounded in real marketing practice.