Deep work means those professional tasks that push your cognitive capabilities to their limit done in concentration mode (no distractions)
Shallow work relates to the tasks that do not require much cognitive work (logistical-style tasks) performed while distracted most of the time. They don't bring much new value in the world and are easy to duplicate.