5-7+ years of professional experience. 3-4+ years in Sales Operations, Revenue Operations, or related roles. Experience in a high-growth or startup environment. Strong working knowledge of Salesforce, Sigma, and other sales/GTM systems and analytics tools. Proven ability to influence at all levels using a data-driven approach. Demonstrated success leading cross-functional projects. Deep experience leveraging AI tools and automation for forecasting, modeling, and data workflows.