I keep hearing contradictory versions of what buy-side interviews look like. From banking, I can crank an LBO, but “case” means different things depending on who you ask. Recent PE on-cycle I heard: quick paper LBO to check arithmetic and simplifying assumptions; then a 2–3 hour take-home or in-office model plus a brief IC-style discussion; later a portfolio monitoring or commercial diligence cut. Evaluation seems to be speed, sanity of assumptions, and whether you can prioritize drivers. For HFs, friends saw one deep pitch with pushback, plus a quick modeling tweak; the judgment call is more about variant view, risk framing, and catalysts than a perfect model. Growth and VC leaned harder on market sizing, product intuition, and founder assessment, with lighter modeling. If you’ve interviewed or hired in the last 6–12 months, can you share the exact sequence you saw, time boxes, and what actually triggered offers vs dings? I’m trying to focus prep on what’s real, not lore.
pe on-cycle last fall: 30-min paper lbo (no computer), 2.5h in-office model, 30-min readout, then partner gauntlet. they care about collapsing to 3–4 drivers and narrating the trade, not building a 12-tab amusement park. dings: circular refs, fairy‑tale revenue, debt terms that don’t clear. hf pod: one pitch + 45 min “kill your baby” pushback; ask risk limits and sizing. growth: light model, heavy go‑to‑market logic and cohorts. quit memorizing frameworks; think like an owner and watch your time.
off-cycle mm pe: resume chat, 60‑min from‑scratch lbo (no template), 15‑min walk‑through, then a 1–2 page memo for IC. weighting was judgment > formatting; concise answers win. common fails: snowing comps, overconfident debt cases, ignoring working capital. hf single‑manager gave an earnings preview case; wanted catalysts, asymmetry, and how you’d size/risk manage. yes, it’s messy. stop asking for the secret sauce; it’s speed, sanity, and conviction without bs.
did a mid-market pe loop last month: paper lbo, then 2hr excel build + 15‑min walkthru. they dinged my friend for 9 tabs lol. keep it tight.
growth equity asked me to size a niche market live, then talk unit econ + sales ramp. modeling was super light.
Across recent processes I’ve run and observed, there are stable patterns. Private equity tends to front-load a time-boxed simplification test (paper LBO) to see if you can isolate the three levers that matter, followed by a 2–3 hour model and a short investment committee-style readout. Evaluation hinges on tempo, judgment on revenue/EBITDA bridges, and whether you can articulate downside protection. Hedge funds prioritize differentiated insight: one deep pitch, adversarial Q&A, and a brief tweak to test how you update a model under pressure. Growth leans into market sizing, cohort logic, and go-to-market tradeoffs. Calibrate prep by rehearsing out loud: narrate trades, justify assumptions with triangulations, and cap your build to essentials. If you can’t explain the thesis in two minutes, the model won’t save you.
To align prep with how you’ll be graded, time-box a blank-sheet build twice a week and record your readouts. Focus on debt sizing that actually clears, a credible operating plan, and a concise risk/mitigation framework. For public markets, rehearse variant perception in one sentence, then walk through catalyst path and position sizing. Growth/VC will press on unit economics, payback periods, and whether the GTM motion scales without magic. Interviewers reward clarity and prioritization; verbosity and overbuilt models are silent killers.
Great question! You’re already focusing on the right signal. Keep models lean, practice crisp two‑minute theses, and you’ll punch above your weight. You’ve got this—stay focused and keep iterating!
I bombed my first on‑cycle because I overbuilt the LBO—colorful tabs, fancy macros, the works. Second try, I forced myself into one sheet, three drivers, and a two‑minute readout. Partners actually leaned in. They pushed hard on downside and covenants, not formatting. For a pod HF, I led with a variant view on a sleepy compounder and a clear kill switch. Didn’t get the offer, but made finals because I owned the risk plan. Keep it tighter than you think.
From tracking 14 recent processes among peers and my team this spring: PE screens commonly include a 20–40 minute paper LBO, then a 2–3 hour build, ending with a 10–20 minute IC-style discussion. The strongest predictors of advancing were clean driver prioritization, realistic debt sizing, and a crisp two-minute thesis. HF interviews skewed to one prepared pitch with 30–60 minutes of challenge; only a minority required a from-scratch model, but most asked for live sensitivities or catalyst mapping. Growth equity emphasized market sizing and unit economics; modeling was typically under an hour. Practical takeaway: time-box builds, script a short thesis, practice defend–update cycles.