Going through a graduate program, especially in the sciences, can really prepare you with a lot of the soft skills (and even more of the 'hard' skills) necessary to do so.
>Writing a 100 page thesis is not hard work either.
You already said you didn't get a PhD, you didn't need to say it twice.