Palantir interview, and the decomposition round.

Palantir's loop is built around one round that other companies do not run. In decomposition you are handed a huge, badly defined problem, something like syncing two employee record systems or improving traffic in New York, and given about an hour to turn it into an engineering plan. You write little or no code. What is graded is whether you can break down ambiguity without reaching for a memorised framework, who you decide the user is, what data you would need, and what you would ship first. Candidates who think silently, or who open with a consulting framework, are the ones who report being rejected. The rest of the process is a 90-minute technical screen and a small number of 60-minute rounds, and Palantir is unusually direct that shallow motivation fails strong engineers.

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Decomposition

60 min

One badly defined problem turned into an engineering plan. Little or no code is written

The screen

90 min

HackerRank in three parts: a mini-project, a SQL join and aggregate, and a REST API task

Comp, median

$223K

Median total comp for software engineers, United States · Levels.fyi

01

Who Palantir hires

Different tracks, one bar

Palantir hires forward deployed software engineers, who embed with a single customer, and product software engineers, who build the platform everyone uses. It also runs the Meritocracy Fellowship, an entry route with no psychometric tests and no assessment centre, which weighs what you have built and how you think. Roles touch government and defence work, so the loop asks directly about clearance eligibility, travel, and whether you have a considered position on the mission. Backgrounds vary widely, and the common thread is people who have owned something ambiguous rather than people with the longest algorithm practice.

The two engineering tracks share stages but weight them differently, and the round pool you draw from depends on which one you are in.

  • Track · FDSE

    Forward deployed software engineer

    Decomposition is guaranteed. The other rounds lean on learning, where you read unfamiliar code in Python, Java, C++ or TypeScript, and re-engineering, where you find and fix logic bugs in roughly 80 to 250 lines. You embed with one customer, so framing everything around the end user is not a style preference here.

  • Track · SWE

    Software engineer, product development

    More weight on coding and system design than the forward deployed track, because the work is platform components used across customers. Hiring manager rounds are often split between behavioural questions and a conventional algorithm problem.

02

What is the Palantir interview process?

Round by round

Most engineering candidates finish in three to four weeks. Deployment strategists tend to be quicker at two to three, and product designers slower at four to eight because the design challenge runs asynchronously. Palantir does not publish who makes the final call, so accounts describing a hiring-manager-led decision are community-reported rather than official.

01
Recruiter screen
30 minutes by phone or video

Motivation specific to Palantir's products, willingness to travel, and eligibility for security clearance. The mission question is asked early and asked again later, and a general interest in data infrastructure does not survive the second time.

02
Technical screen
A 90-minute HackerRank assessment, or a live CodePair or Karat session of about 60 minutes

The online version has three parts: a coding problem framed as a small project, a SQL task joining and aggregating across tables to answer a business question, and a REST API task such as fetching paginated data and filtering it by date. The live version tests the same ground with communication weighted as heavily as correctness.

03
Decomposition
About 60 minutes, drawn from a rotating pool of onsite rounds

A deliberately huge and underspecified problem, worked in two phases. First you break it down and agree an approach with the interviewer, then you sketch a high-level design, a data model and the APIs, with minimal or no code. Graders look for structured handling of ambiguity, a clear view of who the end user is and what decision changes for them, honest reasoning about data sources and freshness, and a scoped first version with success metrics. Working in silence is the reported way to fail it.

Guaranteed on the FDSE track
04
Learning and re-engineering
60 minutes each, from the same rotating pool

Learning gives you unfamiliar code in Python, Java, C++ or TypeScript and asks you to understand it out loud. Re-engineering gives you 80 to 250 lines with logic bugs in them and asks you to find and fix them. Both are comprehension tests rather than writing tests.

Weighted on the FDSE track
05
Coding and system design
60 minutes each

Conventional algorithm work and platform design, with behavioural content of 15 to 20 minutes embedded in the rounds rather than separated out.

Weighted on the product development track
06
Hiring manager interview
60 minutes

Revisits whichever onsite round went worst, then goes at ownership, reflection on failure, and mission alignment. The why-Palantir question is pushed two or three layers deep here, and surface-level answers are named by the company as a top reason strong candidates are turned down.

03

What Palantir screens for

The signal behind every round

Palantir screens for a specific temperament more openly than most companies do, and it says plainly that technical strength alone does not carry a candidate through.

  • Conviction about the mission, tied to a product. An answer that names Gotham, Foundry or AIP and what it does survives the follow-up. One about interesting data problems does not
  • A considered position on government and defence work. The loop asks, and an honest answer is acceptable where an unconsidered one is not
  • Structure under ambiguity. The whole decomposition round exists to see whether you can impose order on an open problem without a template
  • Ownership with numbers, and reflection on failure. Achievements are probed for what you personally decided and what you would do differently
  • Low ego. Interviewers push back during the rounds, and how you take the pushback is part of what is being observed
04

Palantir interview questions

Candidate-reported themes

Behavioural content is embedded inside the technical rounds rather than given its own stage, so these questions arrive with a problem still on the screen. The decomposition prompts below are the ones candidates report by name.

Behavioural & motivation

  • Why Palantir, and which product?
  • Tell me about something ambiguous you owned end to end.
  • How do you feel about working on government and defence problems?
  • Tell me about a project that failed and what you concluded from it.
  • Walk me through a decision where you had to pick a first version and cut the rest.
  • Design a system that keeps two employee record systems in sync.
  • How would you improve traffic in New York City?

Technical

  • DecompositionAn open problem broken into users, data, a data model, APIs, a scoped first version and success metrics, in about an hour and mostly out loud
  • SQL and data reasoningJoins and aggregation across tables to answer a business question, in the screen and again when the design round asks where the data comes from
  • Reading and repairing codeUnfamiliar code in Python, Java, C++ or TypeScript, and logic bugs planted in 80 to 250 lines
  • REST APIs and paginationFetching paginated data and filtering it, which appears in the screen and again in design discussions

These are the reported themes — your loop is role-specific. Paste the actual posting and Calibrd predicts the questions for that exact role and level.

Scan a Palantir posting →
05

Compensation

What the offer looks like
Software Engineer$353K total

Levels.fyi for software engineers at Palantir in the United States, read on 9 September 2026. The overall median is $223K and reported packages run from about $185K to over $601K. The one level Levels.fyi breaks out, Software Engineer, has a median of $353K made up of roughly $193K base, $156K a year in stock and a small bonus, and Levels.fyi describes it as the entry level with two to three years of experience typical. The gap between that figure and the overall median means the sample is uneven, so read the range rather than the point.

06

How to prepare for a Palantir interview

In order
  1. 01Rehearse decomposition out loud, because silence is the reported way to fail it. Take a large problem, set a timer for an hour, and narrate: who uses this, what decision changes for them, what data you would need, what you would ship first, and how you would know it worked.
  2. 02Do not open with a framework. Interviewers report rejecting candidates who start with a consulting structure, and the round is testing whether you can build a structure for this problem rather than fit it to one you already had.
  3. 03Have a real answer to why Palantir that names a product. The question is pushed two or three layers deep by the hiring manager, and Palantir says shallow motivation is a top reason it turns down strong engineers.
  4. 04Decide what you think about defence work before you are asked. A considered position is acceptable either way, and an unprepared one is the answer that costs the offer.
  5. 05Practise reading rather than writing. Open unfamiliar code, explain what it does out loud, then plant a logic bug in a file and find it cold. Those are two of the rounds.
  6. 06Get SQL joins and aggregation fluent. They appear in the 90-minute screen and again whenever a design answer has to say where the numbers come from.

This guide covers Palantir's engineering and research hiring. For management and leadership roles the loop is similar but the bar shifts to people, delivery and strategy, so pair it with the leadership interview prep hub. The bar for your exact role comes from the role-by-role guides, and the prep that actually transfers is spoken, so run a mock interview before the real one.

07

FAQ & sources

The short answers
What is Palantir's interview process?

Most engineering candidates finish in three to four weeks. Deployment strategists tend to be quicker at two to three, and product designers slower at four to eight because the design challenge runs asynchronously. Palantir does not publish who makes the final call, so accounts describing a hiring-manager-led decision are community-reported rather than official. Recruiter screen: Motivation specific to Palantir's products, willingness to travel, and eligibility for security clearance. The mission question is asked early and asked again later, and a general interest in data infrastructure does not survive the second time. Technical screen: The online version has three parts: a coding problem framed as a small project, a SQL task joining and aggregating across tables to answer a business question, and a REST API task such as fetching paginated data and filtering it by date. The live version tests the same ground with communication weighted as heavily as correctness. Decomposition: A deliberately huge and underspecified problem, worked in two phases. First you break it down and agree an approach with the interviewer, then you sketch a high-level design, a data model and the APIs, with minimal or no code. Graders look for structured handling of ambiguity, a clear view of who the end user is and what decision changes for them, honest reasoning about data sources and freshness, and a scoped first version with success metrics. Working in silence is the reported way to fail it. Learning and re-engineering: Learning gives you unfamiliar code in Python, Java, C++ or TypeScript and asks you to understand it out loud. Re-engineering gives you 80 to 250 lines with logic bugs in them and asks you to find and fix them. Both are comprehension tests rather than writing tests. Coding and system design: Conventional algorithm work and platform design, with behavioural content of 15 to 20 minutes embedded in the rounds rather than separated out. Hiring manager interview: Revisits whichever onsite round went worst, then goes at ownership, reflection on failure, and mission alignment. The why-Palantir question is pushed two or three layers deep here, and surface-level answers are named by the company as a top reason strong candidates are turned down.

What does Palantir look for in candidates?

Palantir screens for a specific temperament more openly than most companies do, and it says plainly that technical strength alone does not carry a candidate through. Conviction about the mission, tied to a product. An answer that names Gotham, Foundry or AIP and what it does survives the follow-up. One about interesting data problems does not A considered position on government and defence work. The loop asks, and an honest answer is acceptable where an unconsidered one is not Structure under ambiguity. The whole decomposition round exists to see whether you can impose order on an open problem without a template Ownership with numbers, and reflection on failure. Achievements are probed for what you personally decided and what you would do differently Low ego. Interviewers push back during the rounds, and how you take the pushback is part of what is being observed

What questions does Palantir ask in interviews?

Behavioural content is embedded inside the technical rounds rather than given its own stage, so these questions arrive with a problem still on the screen. The decomposition prompts below are the ones candidates report by name. Why Palantir, and which product? Tell me about something ambiguous you owned end to end. How do you feel about working on government and defence problems? Tell me about a project that failed and what you concluded from it. Walk me through a decision where you had to pick a first version and cut the rest. Design a system that keeps two employee record systems in sync. How would you improve traffic in New York City? Decomposition SQL and data reasoning Reading and repairing code REST APIs and pagination

How do I prepare for a Palantir interview?

Rehearse decomposition out loud, because silence is the reported way to fail it. Take a large problem, set a timer for an hour, and narrate: who uses this, what decision changes for them, what data you would need, what you would ship first, and how you would know it worked. Do not open with a framework. Interviewers report rejecting candidates who start with a consulting structure, and the round is testing whether you can build a structure for this problem rather than fit it to one you already had. Have a real answer to why Palantir that names a product. The question is pushed two or three layers deep by the hiring manager, and Palantir says shallow motivation is a top reason it turns down strong engineers. Decide what you think about defence work before you are asked. A considered position is acceptable either way, and an unprepared one is the answer that costs the offer. Practise reading rather than writing. Open unfamiliar code, explain what it does out loud, then plant a logic bug in a file and find it cold. Those are two of the rounds. Get SQL joins and aggregation fluent. They appear in the 90-minute screen and again whenever a design answer has to say where the numbers come from.

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Palantir Interview: Decomposition, FDSE and Pay — Calibrd