Software Internship for Prospective Bioinformatics PhD Applicant

[mcuriosity]

I am an Applied Math and Bioinformatics double major looking to apply to top-tier PhD programs in Bioinformatics this fall. I was recently offered a data scientist/machine learning role in a large tech company for the summer. I have conducted research in machine learning applications to computational biology for the past two summers, worked in a laboratory for about 2 years, and was recently offered a spot in the Amgen Scholars program at my own university this summer. I want to conduct research in machine learning for biological applications, so this internship is a great opportunity to see the newest innovations in big data research (most of the best research in big data and machine learning is occurring in the tech industry); however, I have heard that many professors do not look favorably on industry internships. Will it hurt my chances of getting into a top-tier PhD program when I apply if I do a pure tech internship (not medically related)?