3+ years of experience in growth engineering, marketing automation, or software development with focus on marketing technologies Strong programming skills in Python or Node.js Experience building and consuming REST APIs Practical experience with AI/LLMs (OpenAI, Anthropic) Understanding of marketing fundamentals (CPL, CAC, ROAS, etc.) Comfortable with SQL and data warehouses Experience with Google Ads API, LinkedIn API, Reddit API, StackAdapt, HockeyStack Familiarity with PostgreSQL, Segment, dbt Experience with AWS, Docker, GitHub Actions, Zapier, n8n