Take the 2-minute tour ×
Quantitative Finance Stack Exchange is a question and answer site for finance professionals and academics. It's 100% free, no registration required.

What is the role of quants in trade execution in high frequency trading? AFAIR in "normal" trading trade execution is considered a very mundane task. What role can quantitative modelling play in trade execution in HFT?

share|improve this question
add comment

1 Answer

up vote 6 down vote accepted

Re the first part of the question: Quants play no role whatsoever in the actual execution tasks of trading regardless of frequency or whether we talk systematic trading or not. Its done by traders/execution traders (especially on the discretionary side) and not by quants. As your title suggests your focus is on hft, I still would claim quants do not really monitor the execution of hft trades.

However, on the hft side the definitions of quants and traders somewhat merge and the job description becomes somewhat opaque. On the hft side the whole life cycle of a trade on the systematic trading side is highly quantitative in nature and thus a deep knowledge of programming, execution venues, order types, optimizations and a lot more is required of all participating parties.

I assume you mean with quant a person who analyzes, profiles, and tests strategies and works together with programmers to implement trading strategies. Trading strategies can also mean a focus on an execution technique of cash equity on the Nasdaq exchange, for example.

In summary, depending on your definition of "quant", such practitioners are definitely closely involved in the development and implementation of hft execution algorithms, while they probably do not sit there to keep an eye on the actual executions and risk exposures I (it otherwise would be a huge inefficiency and under utilization of core talent). Though most all hft shops fully automatized risk monitoring, I have not come across a single shop who would not have managers and traders constantly monitor exposures and risk limits on top of the systematized risk checks.

share|improve this answer
Thank you. Do you know how P&L is attributed to quants working on execution algorithms? –  quant_dev Nov 3 '12 at 12:31
it greatly varies from firm to firm. But it tends to be more evenly distributed among the contributing members of the group rather than by seniority as often is done among traders (given that traders share one and the same book and that pnl attribution is difficult). Obviously the big guy is taking his cut first whether at a trading or quant desk. –  Matt Wolf Nov 3 '12 at 13:48
Thanks, that's another thing which is good to know. However, I meant to ask about the attribution to the whole execution group, as opposed to the group which developed the strategy (or is it impossible to divide the work in this way and execution quants are effectively also developing the strategy?). –  quant_dev Nov 3 '12 at 15:42
@Freddy: do you know if there is a difference of pay package depending whether you join on the quantitative analysis side or on the infrastructure side. I would like to work on strategies but I am afraid that if I enter on the Quant dev side, my progression may be more limited. –  BlueTrin Nov 5 '12 at 11:54
@BlueTrin, in my opinion your options and opportunities on the quant strategy development side are more varied than on the infrastructure development side. Working on new strategies automatically puts you in direct touch with front office staff (I hesitate to call most "traders" because 80% on the sell side "traders" are execution-button-pushing-monkeys) but if you happen to work with a real risk taker with strong track record on the prop side then nothing beats that imho –  Matt Wolf Nov 8 '12 at 6:30
add comment

Your Answer


By posting your answer, you agree to the privacy policy and terms of service.

Not the answer you're looking for? Browse other questions tagged or ask your own question.