Software and the ability to write, test, and maintain it are fundamental to the new style
of research, VanderPlas explains, and «the new
breed of scientist must be a broadly - trained expert in statistics, in computing, in
algorithm - building, in software design, and (perhaps as an afterthought) in domain
knowledge as well.»