A while ago, I interviewed for a trader role and was given the below assignment (I didn't get the job). I wanted to revisit the questions to learn from my mistakes and be better prepared next time. Generally speaking, I have a good understanding of options and greeks but for some reason I'm having a hard time applying it here.

Question 1 Based on the P&L profile below please calculate a 25bps gamma profile for the up and down shocks.

enter image description here

I'm not sure what's meant by gamma profile or why the +/-50bp values are highlighted. I see that the changes in P&L are non-linear and asymmetrical, similar to the payoff diagram of a long put.

I know that

$\\P\&L$ = $\delta$ * $\Delta$S + $\frac{1}{2}$ * $\Gamma$ * ($\Delta S^2$)

but I'm not sure how to isolate the delta and gamma. Any pointers would be appreciated!

Question 2 The desk would like to purchase 5k of 25bps gamma with a goal of remaining delta and vega neutral. Utilizing the trades below develop the most cost efficient (cheapest 1m carry) way to achieve this goal.

Excel Screenshot

To calculate 25bps Gamma, I used the following formula:

$\Gamma_{25}$ = $\frac{Dn_{25} + Up_{25} - 2 * Base}{2 * Base * 0.0025^2}$

which gives me the following values:

1m/10y = 102,204
3m/10y = 32,932
6m/10y = 16,095
1y/10y = 7,515
2y/10y = 3,671

I thought I should be able to re-calculate the Delta (10bp) as $\\Up_{10} - Base$ but the results don't make sense.

Can you confirm that my delta/gamma calculations are correct or tell me where I went wrong?

Finally, I tried to find a combination of straddles where the Gamma ~= 5k and Delta and Vega are close to 0 but I'm having a hard time finding a feasible solution, which makes me think my Gamma calculations might be incorrect.

  • $\begingroup$ Hi there, could you point me to some elementary material on options & swap pricing, to better prepare for an interview like this? $\endgroup$
    – Quasar
    Oct 22, 2018 at 1:54
  • $\begingroup$ goodreads.com/book/show/1290158.Trading_and_Exchanges $\endgroup$
    – Jasmine
    Oct 22, 2018 at 2:35
  • $\begingroup$ @Quasar Options, Futures, and Other Derivatives by John C. Hull is a good starting point $\endgroup$
    – 0xFEE1DEAD
    Oct 22, 2018 at 12:02

1 Answer 1


Using Taylor polynomials of 2nd order:$$V(r+h)\approx V(r) + \frac{\partial{V}}{\partial{r}}h +\frac{1}{2}\frac{\partial^2{V}}{\partial{r}^2}h^2$$ $$V(r-h)\approx V(r) - \frac{\partial{V}}{\partial{r}}h +\frac{1}{2}\frac{\partial^2{V}}{\partial{r}^2}h^2$$

The sum of the previous 2 equation will give us gamma as: $$Gamma = \frac{\partial^2{V}}{\partial{r}^2} \approx \frac{V(r+h) -2V(r) + V(r-h)}{h^2}$$ whereas the difference of the two equations will give us delta as: $$Delta = \frac{\partial{V}}{\partial{r}} \approx \frac{V(r+h) -V(r-h)}{2h}$$

if you substitute Up10 for $V(r+h)$, Dn10 for $V(r-h)$ and 0.001 for $h$ in the Delta equation and multiply by 0.0001 (to get the 1 bp Delta) you will re-calculate the Delta (as presented in your table).

You can calculate Gamma in the same fashion (Up25 for $V(r+h)$, Dn25 for $V(r-h)$ and 0.0025 in gamma equation and multiply by 0.0001)

  • $\begingroup$ Thank you for your answer, that makes sense. I might have some follow-up questions when I get a chance to look at it in more detail. $\endgroup$
    – 0xFEE1DEAD
    Oct 25, 2018 at 15:45

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