7+ years of experience in data science or applied statistics Track record of leading complex, cross-functional work as a senior individual contributor Strong background in experiment design, causal inference, predictive modeling Ability to distinguish signal vs noise Advanced SQL and Python skills Experience working on large, messy, multi-source datasets within a modern data stack Proven ownership of end-to-end data science and ML solutions Demonstrated ability to work independently in ambiguous, fast-changing environments Excellent communication skills, including presenting complex findings to non-technical audiences