I needed to register the ISagaPersister as a singleton:
sm.For<ISagaPersister<MoveJobSaga>>()
.Singleton()
.Use<InMemorySagaPersister<MoveJobSaga>>();
Also I had to move publishing of all messages used by the saga to outside the saga. So I created a service class that triggers the start message and then each message within the job.