A bachelor’s degree or equivalent practical experience in business, economics, marketing, market research, data analytics, information science, communications, psychology, sociology, political science, or another field that develops strong research and analytical skills. Three or more years of professional experience in research, business analysis, market analysis, product strategy, product marketing, competitive intelligence, consulting, research operations, customer insights, or a closely related analytical role.