Hiring for the Extra 20%
Skills are table stakes — screen for the people who'll chase the real outcome, using lateral personality signals
- Difficulty
- Moderate
- Time to result
- ~ongoing to results
- Steps
- 4
- Confidence
- 88%
For your first ~20 hires, the decisive variable is not skill but whether someone will go the extra 20% and pursue the real business outcome rather than checking boxes. Since you cannot put 'cares about outcomes' in a job description and get it, you screen laterally: aggressively filter for mission fit, ask what is the hardest they have ever worked, and use seemingly-uncorrelated traits (athletes, chess players, runners) as personality signal.
Origin
Qureshi's hard-won learning building his current ~6-person startup, cross-referenced with Palantir's practice of hiring veterans/patriots for mission fit, and Max Levchin's story of an early PayPal candidate rejected for liking to shoot hoops.
Core principles
- 01The rare, decisive trait is caring enough to go the extra 20% and pursue the actual outcome, not check boxes.
- 02This difference matters enormously for your first ~20 people.
- 03Big-company (FANG) conditioning trains people toward box-checking, which is dangerous in an early startup.
- 04You cannot advertise for outcome-orientation directly; you must screen for it laterally.
- 05Mission fit gives a hire a private reason to try harder.
How to run it
- 1
Treat skill as a filter, not the decision
Confirm the person can do the work, then spend your real judgment on whether they are 'an animal' who pursues the end outcome versus someone who ships their code and goes home.
Watch out Hiring straight out of a big company can import a '400k, fixed hours, ship and leave' model even in people who do not intend it.
- 2
Filter aggressively for mission fit
Find people with a private reason to care more than average about your specific problem. Palantir hired veterans and patriots; Qureshi, working in medical/health, seeks people whose relatives went through cancer or similar.
- 3
Ask the 'hardest you've ever worked' question
Ask what is the hardest they have ever worked to get something done and why. Many people simply do not have a good answer, which differentiates them.
Pro tip The story they tell (or fail to tell) reveals whether the extra-20% drive is already in them.
- 4
Use lateral traits as personality signal
Deliberately look for seemingly-uncorrelated traits that predict discipline and drive: college athletes and pro sports backgrounds for sales teams, or your own affinity groups like runners and chess players.
Pro tip Athletes signal goal-orientation, numbers-discipline and willingness to work very hard — a lateral read on personality that direct questions miss.
Watch out These signals are heuristics, not rules — Qureshi is careful not to claim any single trait is 'the right hire.'
In the wild
Palantir hired many veterans and people more patriotic or pro-America than the average tech employee. Those people had an extra private reason to join a defense company and an extra reason to try that little bit harder.
→ A workforce with above-average intrinsic motivation aligned to the company's mission.
Max Levchin tells of an early PayPal candidate who passed all the skill interviews, then in the final round mentioned he liked to shoot hoops / play basketball — and got an instant reject, on the logic that if you were not a hardcore Linux nerd they did not want you.
→ Qureshi cites it as an illustration of screening on personality signal (right or wrong), not proof of the right call.
Common mistakes
Hiring for skills and assuming drive comes with it
Founders test for the right skills and neglect the extra-20% drive, then discover a box-checker who ships and goes home. For the first 20 hires this is often fatal, because startup success depends on each person pursuing the real outcome, not just completing tasks.
Expecting to recruit outcome-orientation by naming it
Putting 'cares about outcomes' in the job description does not surface those people. The trait has to be screened laterally through mission fit, the hardest-work question, and uncorrelated personality signals — a direct ask just invites everyone to claim it.
Is it for you?
Best for
Founders making their first ~20 hires who need intrinsically driven, outcome-obsessed early employees
Not ideal for
Large, mature orgs staffing well-defined roles where reliable box-checking is exactly what the job requires
From the transcript
“the thing that is really hard to find is somebody who really really cares a lot about doing the thing and will go that kind…”
“it matters so much for your first 20 people”
“what's the hardest you've ever worked to get something done and why”
“there's all these kind lateral ways of getting at these qualities”
From the episode
How Palantir built the ultimate founder factory
Nabeel S. Qureshi (founder, writer, ex-Palantir)