There was somebody complaining about a shortage of software workers on the Buffalo subreddit recently. When prodded he admitted he was offering $35K a year.
I was contacted by a recruiter. They wanted a Phd in machine learning from a top school, 3+ years experience in adtech, hadoop experience. $110k. In Palo Alto.