WaterSoftHack is a cybertraining program that bridges water science and modern computational methods through hands-on training in data analytics, machine learning, and cloud and edge computing. Using open-source tools and project-based learning, the program builds reproducible workflows, strengthens interdisciplinary collaboration, and enhances participants’ research capacity and career readiness.