You are managing a series of Spark jobs that execute on a Cloud Dataproc cluster based on a defined schedule. These jobs have dependencies; some must execute in a specific sequence, while others can run concurrently. Your task is to automate the execution and orchestration of these jobs. How should you proceed to achieve this automation effectively?