Options, ETF, and fixed-income questions from quant-trading interviews — with step-by-step solutions.
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Depending on the firm and the role, you may face asset-specific questions, so be clear on what you're applying for and solid on the basics before you go in. Our derivatives course covers those basics, and the questions are real interview questions that you could potentially face during your interviews.
Sample Questions & Solutions
Each question is a real interview problem. Try it yourself first, the full solution is revealed below.
American vs. European Options
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American Options
An American option can be exercised at any time up until the expiration date. This flexibility allows the holder to capitalize on favorable market movements at any point during the option's life. For example, if the price of the underlying asset moves significantly in favor of the option holder before the expiration date, the holder can exercise the option to capture the profit immediately.
The ability to exercise at any time provides a strategic advantage, particularly in volatile markets or when the underlying asset pays dividends. For instance, an investor holding an American call option on a dividend-paying stock might choose to exercise the option just before the ex-dividend date to receive the dividend payment.
European Options
In contrast, a European option can only be exercised at the expiration date, not before. This restriction means that the holder must wait until the expiration date to exercise the option, regardless of any favorable movements in the price of the underlying asset during the option's life. As a result, European options typically trade at a discount compared to American options, all else being equal, because they offer less flexibility to the option holder.
European options are often used in markets where the underlying asset is less volatile and the need for early exercise is minimal. The pricing of European options is generally simpler due to the fixed exercise date, making them a popular choice for certain financial models and strategies.
The pricing of American and European options also differs due to the exercise flexibility. The Black-Scholes model, for instance, is primarily used for pricing European options and assumes constant volatility and a constant interest rate. American options, however, require more complex models, such as the binomial options pricing model, which can accommodate the possibility of early exercise.
Advantages ETFs
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Diversification
One of the most significant advantages of investing in ETFs is diversification. An ETF typically holds a broad range of securities, often encompassing an entire market index, a specific sector, or even a global market. This diversification reduces the risk associated with investing in a single company. If one company within the ETF performs poorly, it can be offset by the performance of other companies within the same fund. This risk mitigation is particularly appealing to investors seeking to reduce volatility and avoid the pitfalls of poor performance from individual stocks.
Cost Efficiency
ETFs are known for their cost efficiency. They generally have lower expense ratios compared to mutual funds because they are passively managed, tracking an index rather than relying on active management. Additionally, ETFs incur lower transaction costs because they trade on exchanges like individual stocks, and investors can buy or sell them throughout the trading day. This flexibility allows investors to capitalize on market movements and manage their portfolios more actively and cost-effectively.
Liquidity and Flexibility
ETFs offer superior liquidity compared to some mutual funds and individual stocks, especially those that are thinly traded. Since ETFs are traded on major stock exchanges, they can be bought and sold at market prices at any time during trading hours. This liquidity provides investors with the flexibility to enter or exit positions quickly and efficiently, which is particularly beneficial in volatile markets or when rapid investment decisions are necessary.
Transparency
ETFs are highly transparent investment vehicles. The holdings of most ETFs are disclosed daily, allowing investors to see exactly what assets are in the fund at any given time. This transparency is a significant advantage over mutual funds, which typically disclose their holdings quarterly. Knowing the exact composition of the ETF helps investors make informed decisions and align their investments with their financial goals and risk tolerance.
Tax Efficiency
ETFs are generally more tax-efficient than mutual funds. Due to their unique structure and the way they are traded, ETFs typically experience fewer taxable events. Mutual funds often distribute capital gains to investors, which can result in tax liabilities. In contrast, the in-kind creation and redemption process of ETFs minimizes the capital gains distributions, thus reducing the tax burden on investors. This tax efficiency makes ETFs an attractive option for taxable accounts.
Callable vs. Regular Bond
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Features of Callable Bonds
- Call Option
The call option embedded in callable bonds gives issuers the right to redeem the bonds before maturity. The terms of the call option, including the call dates and call prices, are specified at the issuance of the bond. - Call Protection Period
Callable bonds typically have a call protection period during which the bond cannot be called. This period varies but usually lasts several years from the issuance date, providing investors with some assurance that they will receive interest payments for a minimum period. - Yield Considerations
To compensate for the call risk, callable bonds usually offer higher yields compared to non-callable (regular) bonds. This higher yield is an incentive for investors to accept the additional risk that the bond may be redeemed early.
- Interest Rate Risk
Callable bonds and regular bonds (non-callable) differ significantly in their response to interest rate changes. Regular bonds do not have a call feature, so their prices fluctuate based on changes in interest rates, credit risk, and other market factors. Investors in regular bonds can be confident that they will receive interest payments until the bond matures, provided the issuer does not default. In contrast, the price of callable bonds is influenced by the issuer's option to call the bond. If interest rates decline, the issuer is likely to call the bond to refinance at a lower rate. This potential limits the price appreciation of callable bonds, as the call feature caps their upside. Investors in callable bonds face reinvestment risk because they might have to reinvest the returned principal at lower prevailing interest rates. - Yield and Compensation
Callable bonds typically offer higher yields than regular bonds to compensate investors for the call risk. The possibility of the bond being called before maturity means investors might not receive the bond's interest payments for as long as initially expected. The higher yield serves as an incentive to attract investors despite this uncertainty. - Market Price Behavior
The market price of callable bonds can be more volatile than that of regular bonds. When interest rates drop, the value of a callable bond may not rise as much as that of a regular bond because of the likelihood that the bond will be called. Conversely, if interest rates rise, the callable bond will behave more like a regular bond, decreasing in value as the likelihood of being called diminishes.
Why practise these
The value isn't just getting the answers right — it's showing you've taken a real interest in how the industry works, not only the one desk you're applying to. Working through problems across options, ETFs, and fixed income signals that kind of curiosity, and it's something interviewers actively look for.
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