I'm a scientist, I use REPL a ton. Notebooks are fine too, but there's a thing called exploration and nothing beats REPL speed for that.

In future it would be great to mashup something like repl.it with Jupyter notebooks, maybe with Medium-style wysiwyg. That might really win.