"Should" always feels a bit worrying to me. It suggests a homogeneity which I'd like to reject.
Does data science appeal to you? If so, go for it! There are awesome possibilities, more than ever before, I'm sure.
Does data science really not appeal? Don't make yourself feel miserable or guilty about it. There are plenty of other areas to explore. Maybe learn just enough about data science to let you communicate effectively with those who do love it, but then don't sweat it.