Thanks guys for all the insightful information. As a startup hedge fund, our AUM is around $2M. Managing a small AUM makes it relatively easy to stay profitable because we can capitalize on opportunities the bigger institutions can not capitalize on or do not even care for. In other words, being small makes it possible to focus on competing with retail traders.
We are not doing HFT at the moment and I evaluating whether it is even worthwhile to get into it. I assume HFT is significantly more competitive due to competitors being institutions instead of retail traders. Besides many technical advantages such as lower latency and faster computers, I would also assume most HFT funds hires many IQ-top-percentile people for strategy development who are equally smart if not smarter than us(me and a few other IQ 130+ guys). For example, a few of my college classmates who I consider equally smart or smarter than me are now working for funds like Citadel. What is my edge against these bigger institutions other than managing a small AUM or having good luck?
Besides, I have heard a rumor that there are only a few guys in Medallion's core team responsible for strategy development and they do not use more than high-school Math. Is this true? If yes, does Medallion use in HFT strategies?