What PE Firms Actually Look For in Analysts (Beyond Modelling)
9 min read
Modelling Is Table Stakes
If you are applying to PE, you can build an LBO. So can every other candidate. The question is not whether you have the technical skills — it is whether you have the investment mindset that separates an operator (someone who executes) from a thinker (someone who evaluates).
PE firms hire analysts to eventually become investors. The technical test is a filter. The real evaluation is whether you think like someone who would deploy capital.
What They Actually Value
Investment Judgement
Can you look at a business and form a view? Not "this company has strong EBITDA margins" — that is an observation. A view is: "I would invest because the NRR of 120% means the existing customer base grows revenue without new sales spend, which protects the downside even if growth slows." PE firms want analysts who can take a position and defend it.
How to develop this: read deal announcements critically. For every deal you see, ask yourself: would I invest at this price? Why or why not? What are the three things that could go wrong?
Ability to Work With Management
As a PE associate, you will spend significant time with portfolio company management teams — attending board meetings, reviewing monthly financials, helping implement value creation plans. The firms that hire the best are looking for analysts who can have a productive conversation with a CEO, not just build a model in a dark room.
This does not mean you need to be an extrovert. It means you need to be curious about businesses — how they operate, what drives their competitive advantage, what keeps the CEO awake at night.
Deal Sourcing Instinct
The best PE analysts develop a nose for attractive businesses before they are formally marketed. They read trade publications in their sectors. They notice when a founder-owned business reaches a scale where PE makes sense. They build relationships with intermediaries who bring them off-market deal flow.
In your interview, you can demonstrate this by talking about businesses you find interesting and why — even if you have never worked on a deal. "I have been following [sector] and I think businesses with [characteristic] are attractive because [reason]" shows the buy-side mindset they are looking for.
Sector Knowledge
Generalist PE funds still exist, but the industry is trending toward specialisation. Funds focused on healthcare, technology, industrials, or consumer want analysts who can speak the language of their sectors. If you can explain why SaaS unit economics (LTV/CAC, NRR, gross margin) make a business attractive for PE ownership, that is far more valuable than generic LBO mechanics.
What They Do Not Care About
Your GPA: By the time you are interviewing for PE, your GPA is irrelevant. What matters is your deal experience and how you talk about it.
Which bank you are at: Coming from a top bank helps get the interview, but once you are in the room, it is about you — not your firm's brand.
How fast you can build a model: Speed matters less than accuracy and judgement. A PE partner would rather see a thoughtful model built in 4 hours than a rushed one built in 2 with errors.
Take Your Preparation Further
For complete PE interview prep including deal experience frameworks and investment memo structure, see the PE Interview Masterclass. For the full package, get the PE Prep Bundle.
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