Yes, learning Deep Learning can be used to demonstrate your knowledge in certification or job interviews. Job roles such as Data Scientist,Lead Data Scientist,Senior Data Scientist,Data Science Manager,Computer Vision Engineer require Deep Learning as a primary skill set.