> In my experience, science programming is characterized by having to implement a lot of stuff from the ground up yourself

It depends on the field, there’re hundreds of biological publications each month that just use existing software. And if I’m developing a new tool for single-cell analysis, it’s either going to be interoperable with Seurat or Bioconductor tools.