These guys spend absolute fortunes - millions in many cases, on R&D, cutting edge technology, proximity hosting, hiring smart cookies etc etc. The high frequency shops look upon roundtrip times to the relevant exchange etc in terms of milliseconds.
Some really good points were made, one of which was that all these strategies, and any edge they may generate, are basically a decaying asset. So there's a delicate balance to be surfed by these firms between R+D speed, amount of forward and backtesting, how much time and effort they put into operational factors etc.
Bottom line is - the systems stuff we see here on this site is really truly the tip of the iceberg compared to what else is going on (and while the thing I went to recently was pretty heavily dominated by high frequency traing shops, they were by no means the only people there. Plenty of macro quant funds too). And at the pro level the money and resources thrown at this stuff is unreal. Which is all the more reason to have a realistic view of what can be achieved with a small scale mechanical system.
Not to say that no-one will ever make money doing that, it's just that if there truly were a quickfix shortcut to riches, don't you think people might have thought about it by now on the wholesale side? Like em or hate em (and there are people on this ste who REALLY have the wholesale community in pretty low regard as far as I can tell), they're certainly not all stupid.
So versus the big boys, most of us would not have even say, thousands to waste in 'R&D', so how viable can automated trading really be then? (at least not for a single person?)
I spent five years developing my trading systems, sometimes spending a hundred hours a week of effort.
If i paid a quant for five years r&d we are looking at around a million in costs.
As for execution, i use Interactive Brokers (IB). They provide me access to the same hardware and software infrastructure they use to generate almost a billion dollars a year in automated trading profits. I plug my automated systems into their infrastruture.
So i have spent the equivalent of a million quid on R&D and i have access to a professional execution infrastructure which probably cost IB in the region of 100+ million to develop.
So i would say automated trading for a single guy against the big boys is not completely unviable...
For you who are doing well with it, do you make more than 48% per year ?
A number like 48 percent, on its own is meaningless.
With a mechanical system you can risk 0.5% of your account on each trade or you can risk 5% of your account on each trade, its just a parameter in the system you need to set.
Risking the latter will give you 10 times the returns (assuming no compounding) of the former, ofcourse your drawdowns will also be 10 times larger too.
This is why metrics such as Mar ratio and Sharpe ratio are used to measure performance.