If you are at a large company with a data-driven marketing department (hint: the good ones are), the statement
"Well, we definitely proved that there's absolutely no correlation between our manager's new initiative and online sales; that small spike we saw was within seasonal variation"
will be much appreciated and valued. The data scientist doesn't need to report to the head of Marketing, and won't feel any pressure to make someone else's manager look good.
"Well, we definitely proved that there's absolutely no correlation between our manager's new initiative and online sales; that small spike we saw was within seasonal variation"
will be much appreciated and valued. The data scientist doesn't need to report to the head of Marketing, and won't feel any pressure to make someone else's manager look good.