Mutual Fund Mastery interview preparation

Questions

100

Traced to a firm

32

Firms

19

Updated

September 2026

Asked at

All firmsVanguard5BLBlackRock3FTFranklin Templeton3Invesco3PIMCO3Fidelity Investments2J.P. Morgan2Morningstar2Neuberger Berman2SCSchroders2T. Rowe Price2Amundi1BMBNY Mellon1Goldman Sachs1Man Group1Northern Trust1SSState Street1Sycamore Partners1WMWellington Management1

Topic

All topicsFund structure and regulation7NAV and operations6Scheme categorisation4Equity schemes5Debt schemes7Risk, liquidity and disclosure7Index funds and ETFs6Hybrid and solution schemes3Costs, plans and commissions6SIP and investor mechanics5Performance measurement6Taxation5Distribution, compliance and NISM5Portfolio construction and advice5Estimation and numeracy5Markets and industry6Career and fit12

Level

AnyCoreIntermediateHard

Type

AnyTechnicalCaseFitBrainteaserMarket view

1. 059How would you evaluate whether a fund manager is any good?Performance measurementHardsuperdayFund research and ratingsIndian AMCs

   Say this

   Start with whether the returns came from where he says they came from, then whether that source is repeatable. Performance is the last thing I look at, not the first, because five years of Indian equity data cannot distinguish skill from luck on its own.

   Then walk it

   1. First, the process. What does he claim to do, and does the portfolio show it? A manager who says he buys quality compounders and holds 70 stocks with 80 percent annual turnover is doing something else, and the gap between the story and the portfolio is the most reliable red flag in fund research.
   2. Second, attribution. Split the excess return into allocation and selection. If three years of outperformance came from being overweight one sector that happened to run, that is a bet, not a skill, and it will reverse.
   3. Third, consistency through rolling returns rather than a point-to-point number, plus behaviour in the two or three worst quarters. Downside capture tells you more about a process than upside capture does.
   4. Fourth, the operational facts that ruin otherwise good analysis: how long has he actually run this fund, how much AUM does he manage across schemes, how many other funds does he run, and has the strategy survived a size increase? A small cap manager who was excellent at 2,000 crore may be structurally unable to repeat it at 25,000 crore.
   5. Fifth, incentives and stability. Fund manager tenure in Indian AMCs is shorter than most track records, SEBI now requires part of key employees' compensation to be paid in units of the schemes they manage, and team depth matters more than the star.
   6. The honest conclusion I would give: with fifteen or twenty years of monthly data you can detect skill statistically; with five you cannot. So weight the process, the attribution and the constraints heavily, and treat the return series as corroboration rather than proof.

   Where candidates lose it

   Ranking managers by three-year or five-year returns. That is what the public does and it is why investor returns lag fund returns. The answer that lands names the statistical problem out loud — five years cannot separate skill from luck — and then explains what you look at instead.

   Expect next

   • How much history would you need to be statistically confident?
   • What would make you sell a fund?
   • How do you handle a manager who has just changed?
2. 060What is alpha, and how do you know it is skill rather than just beta?Performance measurementHardtechnicalIndian AMCsFund research and ratings

   Say this

   Alpha is the return left over after you account for the risk the manager took. Raw outperformance is not alpha — if a fund beat the Nifty by 4 percent while running a beta of 1.3 in a rising market, the market gave him most of it and the correct alpha is close to zero.

   Then walk it

   1. Formally, Jensen's alpha is the fund return minus the return the capital asset pricing model predicts for its beta. Run the regression, and alpha is the intercept.
   2. The single-factor version is not enough in practice. Once you add size, value, momentum and quality factors, most Indian mid and small cap outperformance turns out to be a size and momentum tilt rather than stock selection.
   3. So the test is: regress the fund's excess returns on the factors it is plausibly exposed to, and see what survives. If nothing survives, the manager is running a factor portfolio at active fees, and you can buy that exposure in a smart beta index fund for a fraction of the cost.
   4. Statistical significance matters and is usually ignored. With five years of monthly data, an alpha of 2 percent a year will typically have a t-statistic well below 2. You cannot reject luck, and you should say so.
   5. Also check whether the alpha is in the right place. Alpha from a handful of large positions is a concentrated bet; alpha spread across the book, repeated in different market conditions, looks more like process.
   6. And the survivorship problem. The funds you are analysing are the ones that survived. Merged and closed schemes are gone from the database, which biases every category average upward — in India that effect got a boost from the 2017 merger wave.

   Where candidates lose it

   Equating alpha with beating the benchmark. That is the core error. Also, be ready to admit the statistical weakness: a candidate who claims a five-year alpha proves skill has revealed they have never run the regression.

   Expect next

   • What does a factor regression on an Indian mid cap fund usually show?
   • How does survivorship bias affect category averages?
   • What t-statistic would convince you?
3. 061Sharpe, Sortino, information ratio, Treynor. Which would you report to a client and which to an investment committee?Performance measurementHardtechnicalIndian AMCsFund research and ratings

   Say this

   Sharpe for a client, because it answers the only question they care about: return per unit of total risk. Information ratio for the committee, because it measures the manager against his benchmark rather than against cash, which is what you are actually paying him for.

   Then walk it

   1. Sharpe: excess return over the risk-free rate divided by standard deviation of returns. Simple, universal, and it treats upside and downside volatility identically — which is its main flaw.
   2. Sortino: the same idea but the denominator only counts downside deviation. Better for asymmetric strategies, so it flatters an arbitrage or a covered-call fund and is the right measure for anything with a skewed return profile.
   3. Information ratio: active return divided by tracking error. This is the manager-skill measure, because it asks how much excess return he generated per unit of deviation from the benchmark. A closet indexer can have a good Sharpe and a terrible information ratio.
   4. Treynor: excess return divided by beta rather than total volatility. Relevant when the fund is one sleeve of a diversified portfolio, so only systematic risk matters. Rarely used in Indian retail reporting.
   5. Practical numbers for calibration: a long-run Sharpe of 0.5 to 0.7 is normal for an Indian equity fund over a full cycle, and an information ratio above 0.5 sustained over five years is genuinely good. Anyone quoting a Sharpe of 2 on an equity fund has measured a bull market.
   6. The shared limitation, which I would state before being asked: all four assume returns are roughly normal and stable, all four are computed on a short sample, and all four can be gamed by choosing the period. They are screening tools, not verdicts.

   Where candidates lose it

   Reciting four formulas with no view on which to use where. The differentiator is knowing that Sharpe measures against cash and information ratio measures against the benchmark, so only the second one tells you whether the active fee was earned.

   Expect next

   • A fund has a high Sharpe and a low information ratio. What is going on?
   • Which would you use for an arbitrage fund?
   • What Sharpe would make you suspicious?
4. 064How is a debt mutual fund taxed now, and what changed in April 2023 and again in July 2024?TaxationHardtechnicalIndian AMCsWealth and advisory

   Say this

   For units of a specified mutual fund bought on or after 1 April 2023, all gains are treated as short-term and taxed at the investor's slab rate, with no indexation and no holding-period benefit. That single change destroyed the tax advantage debt funds had over fixed deposits, and July 2024 then restored a long-term route for older units.

   Then walk it

   1. Before April 2023: a debt fund held over three years got long-term treatment at 20 percent with indexation, which in a 6 percent inflation environment often meant an effective rate in single digits. That was the whole reason institutions and high earners used debt funds instead of deposits.
   2. The Finance Act 2023 introduced the specified mutual fund category — broadly, schemes not holding more than a set proportion in domestic equity — and made all gains on units acquired from 1 April 2023 taxable at slab rates as short-term, whatever the holding period.
   3. July 2024 added a second layer. For units bought before 1 April 2023, holding beyond twenty-four months now gets 12.5 percent without indexation. Indexation is gone across the board, so grandfathered units get a lower rate but lose the inflation adjustment.
   4. The definition of a specified mutual fund was then refined to key off holding more than 65 percent in debt and money market instruments, which pulled some funds — international feeders, certain gold and multi-asset products — out of the punitive bucket and gave them a 24-month long-term route at 12.5 percent.
   5. Consequences you can see in the flow data: a surge into arbitrage funds and equity savings funds, which get equity taxation for a similar risk profile, and renewed interest in target maturity products held to maturity where the pre-tax yield still competes.
   6. How I would answer it honestly in an interview: state the three dates, say indexation is gone, and add that the definition has moved twice in three years so you always check the current position before advising. Confident recall of a superseded rule is worse than saying that.

   Where candidates lose it

   Still quoting indexation benefits on debt funds. Indexation is gone and quoting it is the single clearest sign a candidate learned this from pre-2023 material. The second trap is confidently reciting a definition that has since changed — flag that the rules have moved twice.

   Expect next

   • Why did arbitrage fund AUM grow after this change?
   • Does a fixed deposit now beat a debt fund on tax?
   • What is a specified mutual fund?
5. 065How are hybrid, gold and international funds taxed, and what is the 65 percent test doing?TaxationHardtechnicalIndian AMCsWealth and advisory

   Say this

   Everything turns on portfolio composition, not on the scheme's name. At least 65 percent in domestic equity gets equity taxation. More than 65 percent in debt and money market instruments gets the punitive specified mutual fund treatment. Anything in between falls into a third bucket with a 24-month long-term period at 12.5 percent.

   Then walk it

   1. Bucket one, equity taxation: aggressive hybrid at 65 to 80 percent equity, arbitrage funds, equity savings funds. Twelve-month long-term period, 12.5 percent above the exemption, 20 percent short-term.
   2. Bucket two, specified mutual funds: conservative hybrids and plain debt schemes with more than 65 percent in debt and money market. Slab rate as short-term gains, no holding-period relief on units bought from April 2023.
   3. Bucket three, the middle: gold funds and gold ETFs, international funds and feeders, and multi-asset funds that hold, say, 50 percent equity, 30 percent debt and 20 percent gold. These are neither equity-oriented nor specified, so they get a 24-month long-term holding taxed at 12.5 percent, and slab rate before that.
   4. Physical gold and gold ETFs are treated differently from a gold fund of funds, and sovereign gold bonds were different again, which is why 'how is gold taxed' is never one answer. Ask which wrapper first.
   5. The design lesson is that AMCs now build products to land in a particular tax bucket. A multi-asset fund is often engineered to hold exactly enough domestic equity to cross 65 percent, and a balanced advantage fund hedges to keep gross equity above the line while net equity is far lower.
   6. So when comparing two funds that look similar, check the actual equity proportion in the last disclosed portfolio. Two multi-asset funds can sit in different tax buckets, and on a 20 lakh gain that difference is worth lakhs.

   Where candidates lose it

   Answering by scheme name. A multi-asset fund is not one tax treatment, it is three possible ones depending on composition. The strong answer starts with 'it depends on the portfolio, not the label' and then gives the three buckets.

   Expect next

   • How is a gold ETF taxed against a gold fund of funds?
   • Why do AMCs engineer portfolios around 65 percent?
   • How would you check which bucket a multi-asset fund is in?
6. 077How would you treat different types of real estate properties differently when taking exposure in a fund?Portfolio construction and adviceHardsuperdayGoldman SachsAsset Management · Dallas · 2026

   Say this

   Segment by lease duration and by what actually drives demand, because those two things determine whether the asset behaves like a bond or like an equity. Long-lease office and industrial property is a credit-like cash flow; hotels and retail are operating businesses with a real estate wrapper, and they need a completely different discount rate and a completely different diligence list.

   Then walk it

   1. Office: value the lease, not the building. Weighted average lease expiry, tenant credit quality, concentration, rent against market rent, and the cost of re-letting. A ten-year lease to an investment grade tenant is a corporate bond with an option on the land.
   2. Industrial and warehousing: driven by e-commerce and logistics demand, shorter leases but higher renewal rates, and location relative to transport is close to everything. In India this has been the strongest segment and it is why the InvIT and REIT pipeline has tilted that way.
   3. Retail: performance is tied to tenant sales, often with a revenue-share rent, so you are underwriting consumer spending and footfall rather than a lease. Value it closer to an operating business.
   4. Hospitality: daily repricing, operating leverage, high fixed costs. This is an equity risk dressed as property, and it should carry a materially higher cost of capital than an office asset. Anyone applying one cap rate across all four segments has not done the work.
   5. Residential development: inventory and land, not yield. You are underwriting a project pipeline, approvals, execution and cash conversion, which is a corporate credit analysis, not a property valuation.
   6. For a mutual fund specifically, the access route shapes everything. Indian schemes can invest up to 10 percent of NAV in REITs and InvITs with a 5 percent single-issuer cap, so the practical exposure is listed vehicles with public disclosures and equity-like volatility, plus a distribution stream that is taxed in a mix of ways. Say that, because it is the part that converts a global property answer into a mutual fund answer.

   Where candidates lose it

   Applying one cap rate and one framework to all property. The examinable insight is that lease length converts real estate into a bond and its absence converts it into an operating business. And in a mutual fund seat, tie it back to the REIT and InvIT limits, or you have answered a real estate private equity question by mistake.

   Expect next

   • How would you compare a REIT with a direct property investment?
   • What discount rate difference would you apply between office and hotels?
   • How are REIT distributions taxed in the investor's hands?

   Reported by candidates at Goldman Sachs (Asset Management, Dallas, 2026). Source: Wall Street Oasis.

7. 080A client invests 10,000 a month for 25 years. The fund earns 12 percent gross and charges 2 percent. How much of the final corpus goes in fees?Estimation and numeracyHardtechnicalDistribution and salesIndian AMCs

   Say this

   About a third. At 12 percent net the corpus is roughly 1.9 crore; at 10 percent net it is about 1.34 crore. So a 2 percent annual fee costs around 55 lakh, which is close to 30 percent of what the investor would otherwise have had — on total contributions of 30 lakh.

   Then walk it

   1. Set it up: 10,000 a month for 300 months is 30 lakh of contributions. At 12 percent annual, roughly 1 percent a month, the SIP future value comes to about 1.9 crore. At 10 percent it is about 1.34 crore.
   2. The difference, roughly 55 lakh, is what the 2 percent extracted. Note it is nearly twice the total money the investor put in, which is the line that makes a client sit up.
   3. Why it is so large: the fee is charged every year on the whole accumulated balance, so in the final years you are paying 2 percent on more than a crore. The fee compounds against you exactly as the returns compound for you.
   4. A rule of thumb worth carrying: over 25 years each 1 percent of annual fee costs roughly 18 to 20 percent of the final corpus. Over 35 years it is closer to 25 percent.
   5. Now make it practical. The realistic Indian choice is not 2 percent against zero, it is a regular plan at about 1.8 percent against a direct plan at about 0.8, or an index fund at 0.15. That 1 percent gap is about 20 lakh in this example, and the 1.65 percent gap against an index fund is far more.
   6. And the honest counterweight: if paying the distributor is what stops this investor from stopping the SIP in a 30 percent drawdown, the fee bought something. Compare the fee to the behavioural failure it prevents, not to zero.

   Where candidates lose it

   Not being able to do the arithmetic approximately without a calculator. You do not need precision — say 12 percent gives about 1.9 crore, 10 percent about 1.34, so the fee costs roughly 55 lakh. And do not stop at the number: the comparison a client faces is regular versus direct versus index, not 2 percent versus nothing.

   Expect next

   • Do the same for a 1 percent difference.
   • So is a distributor ever worth 1 percent a year?
   • What does the same fee cost over 35 years?
8. 082Estimate how long it would take a 25,000 crore small cap fund to sell a quarter of its portfolio.Estimation and numeracyHardcase studyIndian AMCsRisk and compliance

   Say this

   Somewhere between two and four weeks of trading, and that is in a normal market. Build it from position size against daily volume: a quarter of 25,000 crore is about 6,000 crore, spread across maybe 60 to 70 holdings, and a mid-sized Indian small cap stock trades perhaps 20 to 50 crore a day with the fund able to take only a fraction of that.

   Then walk it

   1. Set up the arithmetic. If the fund holds 70 stocks, the average position is around 350 crore, and selling a quarter pro rata means about 90 crore per name.
   2. Now the constraint. If a stock trades 30 crore a day and you accept taking 20 to 25 percent of daily volume before you start moving the price, you can sell about 7 crore a day. Ninety crore takes roughly 13 trading days for that name.
   3. But the distribution is what kills you. The largest and most liquid holdings can go in a day or two; the illiquid tail, often the highest-conviction small positions, can take months. The average hides the problem, so the honest answer is a range with the tail called out.
   4. Cross-check it against the published data. AMFI's mandatory monthly stress test for mid and small cap funds gives exactly this number — days to liquidate 25 percent and 50 percent of the portfolio — and large small cap funds have reported figures above 20 trading days for half the book.
   5. Then the stress adjustment. The volumes used in the calculation are normal-market volumes, and in a falling market small cap volumes contract sharply at the same moment redemptions arrive. Roughly doubling the published number is a sensible working assumption.
   6. The conclusion an interviewer wants: this is why large small cap funds hold cash and large caps as a buffer, why several have soft-closed lump sum subscriptions, and why the stress test disclosure was introduced in March 2024 in the first place. Capacity is a real constraint in this category, not a theoretical one.

   Where candidates lose it

   Producing a single confident number. The right shape is a build-up, a range, and an explicit note that the illiquid tail dominates the tail risk. Not knowing that AMFI already publishes this number monthly is the other failure — it makes the estimate look like guesswork instead of a cross-check.

   Expect next

   • Where would you find the fund's own published figure?
   • What should the manager do about it?
   • How does this change your view on the fund's capacity?
9. 084What challenges will this asset manager face in the current macroeconomic environment?Markets and industryHardsuperdayVanguardAsset Management · Malvern · 2023

   Say this

   Separate macro from structural, because they hurt differently. Macro affects this year's revenue through asset values and flows. The structural pressures — fee compression, the shift to passive and the cost of technology — do not reverse when markets recover, and they are the harder problem.

   Then walk it

   1. Start with the revenue model, because that is what makes the answer specific. An asset manager earns a percentage of assets. A 20 percent market fall cuts revenue by roughly 20 percent with a largely fixed cost base, so operating leverage works violently in both directions.
   2. Macro pressures: higher cash rates make money market funds and deposits competitive with long-term products, mix shifts to lower-fee products, and redemptions rise when investors need liquidity. Higher rates also hit the long-duration assets at the core of most balanced portfolios.
   3. Structural pressure one, fee compression. Passive at 3 to 10 basis points has reset what investors will pay for beta everywhere, and the average fee on the industry's assets falls every year even when no single fund cuts its price.
   4. Structural pressure two, distribution and regulation. In India that means TER slabs that tighten with scale, tighter commission rules and the direct-plan shift. Globally it means platform consolidation and fee transparency rules.
   5. Structural pressure three, cost. Technology, data, compliance and risk systems all scale, which means the answer for a sub-scale manager is consolidation — and that is why the industry keeps merging.
   6. Then say what you would do about it, because the question is really about commercial judgement: defend the core with scale and cost, differentiate where fees can still be earned, and grow the parts of the business that are not pure beta. And note the firm-specific angle — for a low-cost passive house the structural trend is a tailwind, not a threat.

   Where candidates lose it

   Listing macro risks — inflation, rates, geopolitics — without connecting them to the firm's revenue. The interviewer wants to know whether you understand that this is a business with fee income linked to assets. Not distinguishing cyclical from structural is the second failure, because the strategic answer differs entirely.

   Expect next

   • How does that flow through to their revenue?
   • Which of those is temporary and which is permanent?
   • What would you do about it if you ran the firm?

   Reported by candidates at Vanguard (Asset Management, Malvern, 2023). Source: Wall Street Oasis.

10. 086How is the asset management industry changing?Markets and industryHardsuperdayNeuberger BermanAsset Management · London · 2022

    Say this

    Four things at once: money is moving from active to passive, fees are falling every year, the industry is barbelling into cheap beta and expensive private assets, and distribution is consolidating onto platforms. In India there is a fifth — the market is still growing fast enough that everyone can gain assets while the average fee falls.

    Then walk it

    1. Active to passive is the dominant trend. Globally passive now holds roughly half of US equity fund assets. In India passive assets have crossed 10 lakh crore, led by institutional money and index funds rather than ETFs, and the 2018 total return benchmark rule accelerated it by making active underperformance visible.
    2. Fee compression follows mechanically, and it happens through mix shift as much as through price cuts. SEBI's TER slabs push the cap down as a fund grows, so success itself lowers the fee.
    3. The barbell: assets are flowing to the cheapest beta at one end and to private credit, infrastructure and alternatives at the other. The squeezed middle is the mid-priced active equity fund, which is most of the traditional industry.
    4. Distribution is consolidating. In India that is direct-plan platforms, digital onboarding and the rise of execution-only apps, which changes who owns the client relationship. Whoever owns distribution captures more of the economics than the manager does.
    5. India-specific tailwinds worth naming: SIP flows of well over 25,000 crore a month, penetration of only about 5.5 crore unique investors, and new regulatory categories — specialised investment funds between mutual funds and PMS, and a lighter framework for passive-only fund houses.
    6. Then the judgement call, which is what the question is really for: scale and cost win in beta, genuine differentiation wins at the expensive end, and mid-sized traditional managers have to pick one. I would rather join a firm that knows which of the two it is.

    Where candidates lose it

    Saying 'passive is growing and fees are falling' and stopping. Everyone says that. The differentiators are the barbell shape, the distribution power shift, and — for an Indian role — knowing the actual penetration and flow numbers. And have a view on what it means for the firm you are sitting in.

    Expect next

    • Where does that leave a mid-sized active manager?
    • Is India following the same path as the US?
    • Which part of the business would you want to be in?

    Reported by candidates at Neuberger Berman (Asset Management, London, 2022). Source: Wall Street Oasis.

Firm tags come from public, anonymous candidate reports on Wall Street Oasis: strong signal, not sworn testimony. Firms are named as the places a question was reported, not as partners of Fin Maverick. Answers are written for this page to show how to think out loud; they are not scripts to recite.