Palantir interview, and the decomposition round.
Updated · Sources at the end
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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The questions for your exact Palantir role and level.
Interviewing at Palantir? Below are the questions candidates report. For the ones your exact role and level will get, paste the posting. Your first mock is free.
Who Palantir hires
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.
What is the Palantir 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.
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.
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.
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 trackLearning 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 trackConventional 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 trackRevisits 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.
Palantir decomposition interview: how to pass it
Reported prompts and how to take themDecomposition is about an hour, with little or no code, in two phases. In the first you clarify the problem and agree an approach with the interviewer; in the second you sketch the design, the data model and the APIs, and scope a first version. Candidates report four prompts by name. What they share is that none of them says who the user is, so finding the user is the first move every time.
- Design a sync system between two employee record systems: Ask which system is the source of truth, how often records change, how many there are, and what in sync means to the HR person who relies on it. Then define the shared data model, the rule for conflicting edits, and how changes move between the systems, and ship one direction of sync first.
- Improve traffic in New York City: Pick the user before the solution: a commuter, a city planner, a delivery fleet. For a planner, the decision might be which junctions to retime; say what data you would need (sensors, signal timings, incidents), how fresh it has to be, and the one measure that would show it worked.
- A logistics client is losing money on deliveries: find out why, using only the data they already have: Start from the money: cost per delivery broken down by route, driver, time and failure reason. Ask what tables exist and how they join, name the few queries you would run first, and turn the finding into something the operations lead can act on this week.
- Design technology to help elderly people with poor vision cook for themselves: Spend the first minutes on the user: what they can and cannot do, what goes wrong in a kitchen, who else is involved. Scope one narrow first version, for example spoken step-by-step guidance for a few recipes, and say how you would test it with real users.
- The mistakes candidates report: Opening with a memorised consulting framework, and thinking in silence. Let the structure come from your clarifying questions, and narrate every assumption so the interviewer can correct you early.
Practise out loud against a clock: take a big, vague problem, give yourself an hour, and move through user, decision, data, data model, APIs, first version and success metric.
What Palantir screens for
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
Palantir interview questions
Candidate-reported themesBehavioural 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?Listening for: Specificity · Connection · Research
- Tell me about something ambiguous you owned end to end.Listening for: How they noticed · Why it mattered · How they took it on
- How do you feel about working on government and defence problems?Listening for: A clear position · Your reasoning · Tied to the work
- Tell me about a project that failed and what you concluded from it.Listening for: Ownership · Specificity · Learning
- Walk me through a decision where you had to pick a first version and cut the rest.Listening for: The trade · Who decided · What happened next
- Design a system that keeps two employee record systems in sync.Listening for: Source of truth · Model and conflicts · A first version
- How would you improve traffic in New York City?Listening for: Chooses a user · Data needed · First version and metric
Technical
- A logistics client is losing money on deliveries. Find out why, using only the data they already have.Decomposition: An open problem broken into users, data, a data model, APIs, a scoped first version and success metrics, in about an hour and mostly out loudListening for: Finds the user first · Works from the data · Scoped first version
- Given orders, customers and deliveries tables, which region lost the most money on late deliveries last quarter?SQL and data reasoning: Joins and aggregation across tables to answer a business question, in the screen and again when the design round asks where the data comes fromListening for: Correct joins · Aggregation · Assumptions
- You get 200 lines of unfamiliar code with a planted logic bug. How do you find it?Reading and repairing code: Unfamiliar code in Python, Java, C++ or TypeScript, and logic bugs planted in 80 to 250 linesListening for: Maps the code · Traces inputs · Avoids red herrings
- Fetch all records from a paginated API and keep only those updated in the last week. What can go wrong?REST APIs and pagination: Fetching paginated data and filtering it, which appears in the screen and again in design discussionsListening for: Pagination · Filtering · Failures
These are the reported themes, and your loop is role-specific. Paste the actual posting and Calibrd predicts the questions for that exact role and level. How the questions are predicted →
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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.
How to 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.
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.
Also interviewing at Anduril, Wayve or Helsing? Their guides follow the same format, from the first screen to the offer.
Knowing the questions isn’t the same as answering them out loud. Run a Palantir mock: spoken answers, coached on the spot. Your first mock is free.
Run a Palantir mock →FAQ & sources
What is Palantir's interview process?
Most engineering candidates finish in three to four weeks. The stages, in order: Recruiter screen; Technical screen; Decomposition; Learning and re-engineering; Coding and system design; Hiring manager interview.
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; A considered position on government and defence work; Structure under ambiguity; Ownership with numbers, and reflection on failure.
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. Technical themes: Decomposition; SQL and data reasoning; Reading and repairing code; REST APIs and pagination.
What is the Palantir decomposition interview?
Decomposition is about an hour, with little or no code, in two phases. In the first you clarify the problem and agree an approach with the interviewer; in the second you sketch the design, the data model and the APIs, and scope a first version. Covered on this page: Design a sync system between two employee record systems; Improve traffic in New York City; A logistics client is losing money on deliveries: find out why, using only the data they already have; Design technology to help elderly people with poor vision cook for themselves; The mistakes candidates report.
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.
- 01Ophy, Palantir interview process 2026the stage-by-stage loop and timeline, the 90-minute HackerRank in three parts, the decomposition round's two phases and grading criteria, the FDSE and product development split, and the note that Palantir does not publish its decision mechanism; the four candidate-reported decomposition prompts (traffic in New York, syncing two employee record systems, a logistics client losing money on deliveries, cooking help for elderly people with poor vision) and the two phases
- 02Intervyo, Palantir Meritocracy Fellowship hiring processthe fellowship route, and that it runs without psychometric tests or an assessment centre, assessing technical aptitude, agency and maturity.
- 03Intervyo, Palantir application guidethe emphasis on what a candidate has built rather than credentials.
- 04AllyNerds, Palantir interview process 2026corroborating account of the four to six stage loop and the absence of any pre-recorded video stage.
- 05ResumeAdapter, Palantir interview process and questionscandidate-reported detail on the online assessment and the onsite rounds.
- 06Levels.fyi, Palantir Software Engineer, United Statesthe overall median, the reported range, and the Software Engineer band with its base and stock split. Read 9 September 2026.
Interview processes change. This reflects widely-reported and sourced conditions as of 2026 — confirm specifics with your recruiter, and treat it as a map rather than a guarantee.
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