Q&A: Volatility arbitrage PM

After a brief chat with the local Gods (Patrick and Andrew), I thought I would host a Q&A for anybody interested in the life of a hedge-fund volatility trader. Brief background: * Undergrad: abroad so by definition a non-name school :) probably can be described as a double major in math and CS * Grad School: PhD in something or other quantitative, lot’s of math and lot’s of coding * Prequel to PMery: 15 years as an exotic derivatives market-maker, departed at director-level. * Summary: I am not very smart, but I can lift heavy things. I guess post your questions and I'll answer what I can.

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"jec" Can you please explain in layman's terms what's been going on with vol products in last several days?
LOL, yeah, I guess I could. I am surprised someone did not write a good article about it yet.

A whole bunch of retail investors thought that selling volatility was a great idea. After all, they make money every day, what's not to like?

Initially they were shorting VXX (which is an ETF that buys a weighted mix of 1st and 2nd VIX futures). Eventually CS came out with XIV and, a bit later, Proshares issued SVXY. Both of these are (or, in case of XIV, was) "inverse volatility ETFs". Essentially, the ETPs are replicating the opposite position of what VXX has - a weighted basket of 1st and 2nd future with average maturity of 30 days. The mechanics are such that the fund manager holds cash and shorts futures to achieve the exposure. Since we literally had zero vol last year, these things became wildly popular, with multiple yards of NAV. More importantly, the futures positions that they held constituted a meaningful portion of the total open interest.

The way rebalance process works, the fund has to sell VIX futures when VIX futures are down and buy VIX futures when VIX futures are up. I guess you can see what's wrong with that picture. On Monday, VIX futures spiked intra-day causing what can be described as "event" in these ETPs. Essentially, if the weighted average between the two futures spikes above a 100%, the fund could lose more than the cash cushion they are holding. To protect themself from such an event (especially for XIV, which has the rebalance process contractually defined), they built in a trigger allowing them to redeem the note should they intra-day NAV cross a pretty low threshold. That's what happened intraday and, since they had to cover, they drove the futures even further. That awesome spike in the front two futures at the close? That was them.

The end result - from Friday, the two funds lost well over three billion. XIV is getting delisted. A bunch of people were long these things on margin, so they owe their brokers money. In short, BOHICA.

I have a friend who lives in the country, and it's supposed to be an hour from 42nd Street. A lie! The only thing that's an hour from 42nd Street is 43rd Street!
 
"Asymmetric" What are your thoughts on how XIV traded on Monday? Why do you think price collapsed in mostly after hours trading, and was there a narrow window to short XIV around an hour before close on Monday? If so, why didn't anyone take that short position, and if not, what was stopping them from doing so?
Borrow was impossible to find, so that's why the prices started to diverge a fair bit from the intraday NAV. Fun day, for sure, and a good one for some of us.
I have a friend who lives in the country, and it's supposed to be an hour from 42nd Street. A lie! The only thing that's an hour from 42nd Street is 43rd Street!
 
"Asymmetric" Thank you. I'm trying to understand how the hard to borrow concept mechanically works.
It's pretty simple. The way the market is set up, to sell the stock short, you need to first borrow it from someone.

For example, if I think IBM is overpriced and want to short it. I go to some old lady that has it in her brokerage account and borrow the stock (well, IRL i got to her broker). He lends me the stock, I pay him something for that service - now I can sell IBM in the market and deliver it to the buyer.

Now, imagine a situation where there are a lot of people that want to borrow stock and not enough lenders (or, for some reasons, it's been restricted). Well, the stock is not going to sell-off as much as it "should". That's what people call "hard to borrow" - it causes some really interesting things in the market, like short squeezes.

I have a friend who lives in the country, and it's supposed to be an hour from 42nd Street. A lie! The only thing that's an hour from 42nd Street is 43rd Street!
 
"traderlife" I disagree. Simply isn’t enough retail money on vix products to cause a 350 snp point crash. 4th fastest crash from highs since 1890.
Let's see what the data says:
  • If you look at the tick data for Monday, VIX futures were leading the action (lead/lag correlation in N-second bars is a good tool for that, I did that study Monday night).
  • Between the two leveraged vol ETPs, the futures rebalance was something like 30% of the open interest.
  • Fraction of trades on TAS was unusually high on Monday, which indicates a lot of benchmarked trader participation
  • Net dealer positioning in high strike VIX puts are also short, so they had to hedge their gamma on the highs
  • VIX futures spiked as much as they would for a 15% crash (at the futures settle), while spooz only moved 4%.

The above suggest that first of all, most of the VIX trading was non-algorithmic, it was rebalancing by a bunch of risk managers (ETPs, option dealers etc). It also suggest that there definitely is an argument for the tail wagging the dog. Was there a bit of programmatic selling in S&P? Of course, people have algos that trade relative SPX/VIX movement, trade momentum, etc. However, I can't see why you would say that it was primarily driven by non-humans.

"traderlife" The market is setting records for low and high vol the last 3 years. That is algos. This isn’t a vix or snp thing. It’s across markets.
No opinion on that, to be honest. I have to point out, however, that * record highs and record lows in vol over last three years is probably false, especially if long-term history is taken into account. We certainly saw higher realized vol during the financial crisis and I S&P has realized lower volatility through the years. * statements like "Nth fastest decline" are a bit misleading for a variety of reasons. First of all, what is the exact definition? Also, liquidity and the rates of information transfer in the markets are so much higher today. To have a correct approach you should probably normalize this decline in the fraction of annual volume terms or something like that (e.g. % decline over % ADV).

PS. I am not trying to argue (as common on the internet) to prove myself right and to prove you wrong. This is an interesting question that has some bearing on many things we do in the market, so both of us should be interested in actually coming up with the most likely hypothesis.

I have a friend who lives in the country, and it's supposed to be an hour from 42nd Street. A lie! The only thing that's an hour from 42nd Street is 43rd Street!
 
"want2trade" How do you immunize against the theta bleed?
You don't, you are hoping that you predicted volatility that you gamma gains will exceed your theta losses. To quote a swaps trader (she is a perpetual source of inappropriate quotes) I used to work with, "if you expect something from a date, you should be willing to pay for dinner". On the portfolio level, the idea is that if I buy risk premium in one form, I try to sell it in another form.
I have a friend who lives in the country, and it's supposed to be an hour from 42nd Street. A lie! The only thing that's an hour from 42nd Street is 43rd Street!
 
"gjk" * Do you think there is positive expected return from selling "volatility", or does it only appear that way because tail risk is difficult to observe? Is the answer different for short gamma, short vega, or selling vol swaps?
I think pretty much every risk premium is structurally rich. Selling it, however, could be a career-ending trade, so it's not the smartest thing to do. To quote my old boss (RIP), selling risk premium is a bit like sleeping with strangers - feels good while you doing it, but there is a distinct chance you are going to regret it.
"gjk" * What sort of IT investment is needed to trade volatility on the buyside? Can you buy risk and other systems off the shelf or do you have to build them in house? (I realize the answer may be different for someone such as yourself who's more systematic)
I do all my calculations on an abacus, seems to be working so far. Some of the stuff I do is fairly execution-intensive, so I use an in-house system. However, there are commercial systems out there that would do it for you and plenty of HFs use them. This said, from what I've seen they are not cheap (so savings over building something in-house are marginal) and the moment you step outside of their boundaries of the system you are kinda fucked.
"gjk" * When you were a market maker, did you trade cross-asset vols like you do know? If not, how did you develop that skill?
My first two jobs were in fixed income and later I switched to equities. Also, I was running a very large hybrid exotics book at one of my jobs. So I did have a cross-asset exposure before I started.
I have a friend who lives in the country, and it's supposed to be an hour from 42nd Street. A lie! The only thing that's an hour from 42nd Street is 43rd Street!
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