5+ years experience in Product Analytics or Growth Analytics within a B2B SaaS environment Expert-level skills in product analytics tools Expert-level skills in SQL Expert-level skills in DBT Expert-level skills in BI tools (e.g., Tableau, PowerBI, Metabase, Looker) Deep understanding of Product-Led Growth (PLG) principles and lifecycle metrics Excellent communication skills with the ability to transform complex data into compelling stories Autonomous, detail-oriented, and highly impact-driven mindset