Backend development with Java, Kotlin, Go, or Python
Strong understanding of object-oriented design
Building and operating distributed systems
Event-driven architectures (e.g., Kafka)
Designing and building RESTful APIs
Cloud experience (GCP/AWS)
Docker
Kubernetes
Observability tooling (e.g., Splunk, Grafana, Prometheus)