2+ years software engineering experience (level dependent).
Strong proficiency in Python, TypeScript or React, preferably across more than one.
Experience with AWS and cloud-native development.
CI/CD pipeline experience with Docker and Kubernetes.
Track record of working in distributed systems or microservices environments.
AWS certification or AI/ML tooling experience is a plus.