I had a similar experience a month or so back with a large consulting firm I was interviewing for in the DC area. It was also a data science role and they kept asking me webdev questions. In this case they knew it was for a data science role but I could also tell the guy hadn't a clue about most machine learning and data science topics. He was probably just as uncomfortable as I was. I didn't take the job.