I am 90% of the way towards a masters in CS (DS concentration) with a 3.8 GPA with a CS undergrad, traded options on the floor for 8 years w/ a positive track record (not screamers mind you, but pretty good alpha) backed by 1040's , knows a bunch of languages,yet at 52 don't look like the pictures on the websites of the Citadels and wolverines at their summer BBQ.... so it's not a simple Venn Diagram. :-(... just keeping it real
You are telling us retails that we are doomed.I have to admit that I wish I had been present towards the end of the interview, to perhaps push this Venn diagram across the table. In particular, I see -- increasingly -- that "Magic" happens with the marriage of strong comp. skills and strong quant. skills -- but that only gets you to Machine Learning. I also see Subject-area experts try to add in some computational skills, and wonder agog why they end up with crap. "Hello-ooo!!" Danger Zone!
I would proffer that comps and quants and subject-matter experts need to remain in the room, at the table, together, or you're going to miss value -- miss profit -- miss opportunity.
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http://drewconway.com/zia/2013/3/26/the-data-science-venn-diagram
For me, a small retail trader this article is depressing. How can I survive trading against those PhD mathematicians, financial analysts, physicists and their supercomputers?
What about the impact of a more algorithmic financial system on retail investors?
You’ve already got robo-advisors, which use algorithms to manage assets for retail investors. We’re also probably only a few years away from you being able to log into a brokerage account and run a sophisticated institutional-grade algorithm yourself.
People tend to assume that the diffusion of these technologies is a good thing. I’m more ambivalent. I think it could be a big mistake to have the population at large play around with algorithms. Some people who are very good at it might benefit from having access to this broadened toolset. But most people will just end up paying too much or make bad decisions because they’re being given access to a technology that they aren’t equipped to do anything useful with.

Don't try to compete with them maybe? You have lots of options as a retailer with not the least important of them having the option not to play at all. It's kind of like Mom&Pop store letting Amazon do it's thing day to day but opening their shop around the holidays.For me, a small retail trader this article is depressing. How can I survive trading against those PhD mathematicians, financial analysts, physicists and their supercomputers?