Career in Machine Learning

Hello All, I am switching from my current field which is PHP developer to machine learning engineer. I want to know, Is it the right choice to start a career in this field? Can anyone explain me whats the job responsibility of a machine learning engineer and what skills we should have for this? I have checked some soft and hard skills from here and looking for more depth information about them.

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