Higher mathematical or technical education At least 3+ years of experience in product analytics, preferably in startup environments Proficiency with data extraction, processing, and visualization tools (MS SQL, Python, Excel, Superset) Ability to make product decisions under limited data or when A/B testing is not possible Strong understanding of product and marketing metrics (LTV, CPA, Retention, CR) Product thinking Systems thinking Critical thinking Effective communication (storytelling, explaining complex concepts, structured conclusions, negotiation) Ownership and independence