AI-First Mindset: History of using GenAI tools to ship complex software. Scalable Backend Design: Deep experience in designing robust systems using modern languages (Python, Javascript, Typescript, or similar). Observability: Experience with application tracing and instrumentation. Data Design: Proficiency with modern Postgres implementations and understanding of Vector data modeling. Reliable Integration Patterns: History of building robust integrations with third-party APIs (Email, ERP/Accounting systems). Auth & Security: Experience implementing modern authentication and row-level security. Bachelors in Computer Science or related. Bonus: Background in Construction, Real Estate, or PropTech industries.