6-10+ years across consulting, strategy & operations, solutions engineering, technical implementation, analytics, finance, product, or related roles, including experience leading teams and hands-on experience at a high-growth startup. Hands-on technical judgment: You can troubleshoot workflows across code, APIs, and data using SQL, logs, and tests; ship reliable customer-specific code with AI coding tools; and judge when Engineering support is needed.