Nice-to-have: Distributed system tuning (Spark Shuffle, Flink backpressure); data lake technologies (Iceberg/Delta Lake/Paimon); cloud-native big data (EMR/CDH operations, K8s scheduling).
Soft Skills: Strong negotiation, analytical thinking, and communication skills to deal effectively with designers, project managers, clients, and sub-contractors.