What're the advantages of a software engineer who learn machine learning?

The ability to integrate aspects of machine learning into real world production data pipelines and/or the ability to move beyond the creation of the machine learning model itself towards developing an actual app/software suite/product that can be utilized by others (particularly those who have no working knowledge of either programming or machine learning).