4+ years of project experience Experience with Python, Java, JavaScript, TypeScript, React, Ruby, Scala, R, SQL, and Go Experience building or integrating AI/ML-powered features Experience with context-appropriate automated testing Experience debugging and refactoring pre-existing code Experience collaborating with teams using Git, MacOS/Linux, and CI/CD Experience with architecture-level concerns (scalability, security, reliability, performance) Experience contributing to forums for idea sharing Experience mentoring and sharing knowledge Experience communicating empathically with stakeholders Experience influencing stakeholders