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quant-heavy areas of finance

Joined
8/26/11
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175
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Besides traditional financial engineering, what areas of finance (or consulting) are quantitatively intensive? In what kinds of positions do you do more than simply manipulate data in excel?
 
Risk - you manipulate data with SQL.... Most quant jobs I can think of require at least 80% of data manipulation, there's no way around that.
 
Zeuge, some of the most senior quants I know still manipulate data in Excel. I've been at this since 1983 and I still do...

I understand that data is a huge part of any quantitative work one will do in the private sector. I was just wondering about the kinds of roles where you would have to use more than (elementary) algebra-level math on a regular basis.
 
In credit scoring one uses some nice statistical tools a lot. I would also claim that at least some more research-oriented actuarial jobs could be very interesting mathematically (besides other advantages).
 
I was just wondering -- what kinds of jobs require the use of econometrics?
 
There are many examples - time series techniques are widely used in trading, pairs trading being a pretty obvious example. I personally did a bit of modelling and pricing of inflation-indexed bonds on an internship, and can tell for sure that forecasting inflation using time series is a crucial part of handling such instruments. Linear regression and its numerous generalizations have countless applications, there are separate books on that stuff like http://www.amazon.com/Regression-Actuarial-Financial-Applications-International/dp/0521135966 . As far as I know actuaries sometimes use fancy GLMs, but I guess this is rather beyond the scope of typical 'general econometrics' course at the university (well at least I studied some papers on that but don't know whether it's really helpful in actuarial practice).
 
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