Portfolio Management interview preparation
Asset allocation, factor models, risk, attribution and implementation, on global and Indian portfolios. Every question is either traced to a named firm from a public candidate report, or tagged at desk level when we could not trace it, and answers lead with the point, then the mechanism, then the limitation.
100 questions, mapped to the firms that asked them
- Questions
- 100
- Traced to a firm
- 40
- Firms
- 24
- Updated
- September 2026
004Correlations rise in a crisis. What does that do to a portfolio built on historical correlations?Multi-assetRisk management
Say this
It means your risk model understates exactly the scenario you care about. A portfolio that looks like it has 10 percent volatility in normal times can behave like a levered single bet in a stress event, because the diversification you paid for disappears when you need it.
Then walk it
- The mechanism is common ownership and common funding. When investors deleverage, they sell what is liquid regardless of fundamentals, so cross-asset correlations converge toward one for days or weeks.
- The quantitative effect is non-linear. Push a 0.3 correlation to 0.8 in a two-asset 50/50 portfolio with 15 percent vols and volatility goes from about 12 percent to about 14 percent. Do it across ten sleeves and the risk number is out by far more.
- So the fix is not a better historical estimate. It is to run correlation stress scenarios explicitly: what does this portfolio lose if everything except cash and government bonds goes to 0.9 correlated?
- Practically that means holding some assets whose diversification is structural rather than statistical. Cash, short-dated government bonds, and options have a payoff profile that does not depend on a correlation estimate holding.
- It also means sizing on the stressed correlation, not the average one. If your equity and credit sleeves behave as one thing in a crisis, size them as one thing.
- And a caveat the other way: correlations also mean-revert. Selling diversifiers after a crisis because they failed in the crisis is how investors end up buying the next one back at a worse price.
Where candidates lose it
Treating the correlation matrix as a fact rather than an estimate with a regime. The expected answer names the funding and deleveraging mechanism, and gives one structural hedge whose payoff does not depend on the matrix. Saying 'I would use a longer history' misses the point, because the average includes the calm periods you are not worried about.
Expect next
- Which diversifiers actually worked in 2022?
- How would you build a correlation stress test?
- Does gold diversify?
005Is volatility the right measure of risk for a long-term investor?Asset managementPension and endowment investing
Say this
It is measurable, comparable and mathematically tractable, which is why the whole apparatus is built on it. But it is the wrong risk for most real investors, whose actual risk is failing to meet an obligation, and whose actual pain is drawdown and its path.
Then walk it
- What volatility gets right: it is the only input that makes portfolio mathematics work, it is estimable from short samples, and over long horizons it does correlate with the losses that hurt.
- First problem: it is symmetric. Upside surprises raise measured risk, which is nonsense for an investor who only minds losing money. That is the case for Sortino and semi-variance.
- Second problem: it ignores the path. Two funds with identical volatility and identical annualised return can have a 15 percent and a 45 percent maximum drawdown, and only one of those gets redeemed by clients.
- Third problem: it is blind to illiquidity and to smoothed valuations. Private credit marked quarterly reports a beautiful volatility number, and that number is an artefact of the marking process, not of the risk.
- The institutional answer is that risk is mission failure: for a pension it is the funding ratio falling, for an endowment it is the spending rule becoming unsustainable, for an individual it is running out of money. All of those are liability-relative, and volatility of assets alone does not measure them.
- So in practice I would report volatility because everyone speaks it, and manage to drawdown, funded status and liquidity, because that is what actually ends mandates.
Where candidates lose it
Answering only 'no, drawdown matters more' without conceding what volatility does well. The strong answer is that volatility is the tractable proxy that makes the maths work, then names three specific failures, and lands on liability-relative risk. Also do not say private assets are low risk because their reported volatility is low; interviewers are listening for that exact mistake.
Expect next
- So what would you report to a pension trustee board?
- How do you measure the risk of an illiquid asset?
- Does a long horizon actually make equities safer?
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.

