Proven track record managing capacity planning models, inventory forecasting spreadsheets, or workflow process maps in a fast-paced operations environment
4+ years as a software engineer, data engineer, or AI/ML practitioner writing technical design documents, data pipeline documentation, or API specifications
5+ years in management consulting or internal corporate strategy, with direct ownership of client-ready strategy decks and executive steering committee materials
5+ years in journalism, corporate communications, or public relations producing press releases, briefing memos, or editorial content under deadline pressure
4+ years conducting customer or user research (interviews, usability testing, surveys) with ownership of the full study lifecycle from discussion guide to insight synthesis