They say data scientist salaries are the highest but I’ve also found the most noise in data science applicants. I have found a lot of candidates who can do something absolutely amazing with Tensorflow. I have found zero, and thus hired none, who can answer my real question: “I collect every conceivable bit of data on my customers and their actions. I lose 6% every month, using this data tell me why and what might fix it.”