Technical and practical skills are generally required to become a Machine Learning (ML) Engineer. Start by developing a solid foundation in computer science and programming, then understand ML concepts and algorithms, obtain practical experience, stay consistent with the latest advancements in the field, do certifications, apply for Machine Learning profiles.
If you are interested in knowing more about Machine Learning and how to pursue a career in it then the below video is a perfect guide for you -