5+ years of experience as a full-stack engineer (startup or growth-focused environment preferred) with SaaS product. Strong proficiency in modern JavaScript/TypeScript (React.js, Node.js) Proficiency with modern database technologies (PostgreSQL, Vector DBs, OpenSearch, DynamoDB) Proficiency with Cloud architecture and scalability best practices, in particular AWS (Lambda, serverless, cloud-native services). Hands-on experience with A/B testing platforms (GrowthBook, Optimizely, LaunchDarkly, etc.). Familiarity with feature flag systems and controlled experiment rollout strategies. Experience with product analytics tools (Amplitude, Segment, Tableau). Ability to translate growth hypotheses into technical experiments quickly and iteratively. Strong data-driven mindset with the ability to evaluate experiment outcomes statistically. Comfortable working in fast-moving, cross-functional growth teams. Bachelor’s degree in Computer Science, Engineering, or a related field (or equivalent practical experience). Proven experience delivering full-stack features and experiment infrastructure in a fast-paced environment. Demonstrated ability to collaborate across engineering, product, and growth teams. Strong problem-solving and analytical skills with a data-first approach.