Ask HN: Am I too late for the “Data Science” wave?
I work as a data scientist and have some perspective on this. There's no boat to miss, you'll probably be fine. Just keep a couple of things in mind<p>- The fundamental skills that you need are mathematics and software engineering. Depending on your background it might take years of additional studying.<p>- There is a big oversupply of people for the junior-mid level data science jobs. There are more people who want to get in the field than there are jobs. If you drastically switch careers, you'll take yourself out of a field where your skillset is incredibly rare and your competition is limited and put yourself in a place where everyone else wants the same job.<p>- The fact that you have a PhD is going to help you. Personally, I don't think that a PhD in a field other than mathematics/computer science is that relevant but employers tend to favor applicants with PhDs mostly because there are too many candidates for any given job and asking for a PhD is just a strong initial filter. There are also research jobs within data science for which a PhD requirement (in a relevant discipline) makes more sense but these are a small proportion of all the data science jobs.<p>- If you're already employed with your agriculture PhD, there must be a number of opportunities for you apply the techniques that you're currently learning wihout leaving the industry. That's probably the path that I would suggest - it would allow you to expand your skillset without taking big risks and you'll have more options in the future. Use the career capital that you already have and explore your options instead of making a sharp turn in your career direction that might leave you disappointed.