{"id":14665,"date":"2026-10-27T17:51:23","date_gmt":"2026-10-27T12:21:23","guid":{"rendered":"https:\/\/www.scaler.com\/blog\/?p=14665"},"modified":"2026-10-27T17:52:36","modified_gmt":"2026-10-27T12:22:36","slug":"palantir-decomposition-interview","status":"publish","type":"post","link":"https:\/\/www.scaler.com\/blog\/palantir-decomposition-interview\/","title":{"rendered":"The Palantir Decomposition Interview: How to Crack the &#8216;Decomp&#8217; Round"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The <strong>Palantir decomposition interview<\/strong> is the round that catches out engineers who prepared only with LeetCode. There is no starter code and no single right answer, just a vague real-world problem and a Palantir interviewer watching how you think. With forward-deployed roles booming (Scaler&#8217;s FDE launch announcement cites 729% year-on-year growth in demand), this round now decides who gets in. This guide covers how the round works, where it sits in the <strong>Palantir interview process<\/strong>, how a deployment strategist faces it differently, and a five-step framework you can practise this week.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"what-is-the-palantir-decomposition-interview\"><\/span><strong>What Is the<\/strong> <strong>Palantir Decomposition Interview<\/strong><strong>?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>Palantir decomposition interview<\/strong> is an open-ended round where you take a deliberately vague, real-world problem and break it into smaller, solvable parts while thinking aloud. Interviewers score how you clarify, structure, prioritise, and adapt, not whether you reach a textbook answer. Most candidates get 45 to 60 minutes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Palantir&#8217;s own careers guidance on open-ended questions asks candidates to weigh alternatives and trade-offs, but still land on a concrete approach: deliver a working idea first, then expand it. That is a fair picture of the job. A forward-deployed engineer walks into a client site where the problem arrives incomplete, the data is messy, and the stakeholders disagree. If top-down breakdown is new to you, Scaler Topics&#8217; guide to <a href=\"https:\/\/www.scaler.com\/topics\/software-engineering\/design-strategies-in-software-engineering\/\">design strategies in software engineering<\/a> is a good primer.<\/p>\n\n\n<meta charset=\"UTF-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n<title>Scaler Carousel<\/title>\n\n<!-- Plus Jakarta Sans Font -->\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Plus+Jakarta+Sans:wght@400;500;600;700&amp;display=swap\" rel=\"stylesheet\">\n<!-- Swiper CSS -->\n<link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\">\n\n<style>\n.scaler-carousel {\n  font-family: 'Plus Jakarta Sans', sans-serif;\n  max-width: 900px;\n  margin: 24px auto;\n  padding: 0;\n  box-sizing: border-box;\n}\n.scaler-carousel *,\n.scaler-carousel *::before,\n.scaler-carousel *::after {\n  box-sizing: border-box;\n}\n\n\/* Header *\/\n.scaler-header {\n  text-align: center;\n  margin-bottom: 20px;\n}\n.scaler-header-title {\n  font-size: 22px;\n  font-weight: 700;\n  color: #1a1a2e;\n  margin: 0 0 6px;\n  line-height: 1.2;\n}\n.scaler-header-subtitle {\n  font-size: 14px;\n  color: #6b7280;\n  margin: 0;\n  font-weight: 500;\n}\n\n\/* Swiper *\/\n.swiper.scaler-swiper {\n  padding-bottom: 48px;\n}\n.scaler-swiper .swiper-slide {\n  height: auto;\n  display: flex;\n  align-items: stretch;\n}\n\/* Navigation arrows \u2014 styled to match the topics HorizontalScroll controls *\/\n.scaler-swiper .swiper-button-next,\n.scaler-swiper .swiper-button-prev {\n  width: 46px;\n  height: 46px;\n  border-radius: 8px;\n  background: #ffffff;\n  box-shadow: 0 8px 16px 0 rgba(50, 71, 102, 0.16);\n  top: calc(50% - 24px); \/* centre on the cards, ignoring the pagination space below *\/\n  transform: translateY(-50%);\n  margin-top: 0;\n}\n.scaler-swiper .swiper-button-prev { left: 10px; }\n.scaler-swiper .swiper-button-next { right: 10px; }\n\/* hide Swiper's default font-icon arrow and draw the topics chevron via a mask *\/\n.scaler-swiper .swiper-button-next::after,\n.scaler-swiper .swiper-button-prev::after {\n  content: \"\";\n  width: 20px;\n  height: 20px;\n  background-color: #61738e;\n  -webkit-mask: url(\"data:image\/svg+xml,%3Csvg xmlns='http:\/\/www.w3.org\/2000\/svg' viewBox='0 0 32 32'%3E%3Cpath d='M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z'\/%3E%3C\/svg%3E\") no-repeat center \/ contain;\n  mask: url(\"data:image\/svg+xml,%3Csvg xmlns='http:\/\/www.w3.org\/2000\/svg' viewBox='0 0 32 32'%3E%3Cpath d='M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z'\/%3E%3C\/svg%3E\") no-repeat center \/ contain;\n}\n.scaler-swiper .swiper-button-prev::after { transform: rotate(-90deg); }\n.scaler-swiper .swiper-button-next::after { transform: rotate(90deg); }\n.scaler-swiper .swiper-button-disabled {\n  opacity: 0.35;\n  pointer-events: none;\n}\n.scaler-swiper .swiper-pagination-bullet-active {\n  background: #255aad;\n}\n\n\/* Card *\/\n.scaler-card {\n  display: flex;\n  flex-direction: column;\n  gap: 14px;\n  width: 100%;\n  background: #ffffff;\n  border: 1px solid #e5e7eb;\n  border-radius: 16px;\n  padding: 24px;\n  box-shadow: 0 2px 8px rgba(0, 0, 0, 0.06);\n  transition: box-shadow 0.2s ease;\n}\n.scaler-card:hover {\n  box-shadow: 0 6px 16px rgba(0, 0, 0, 0.10);\n}\n\n\/* NSDC badge *\/\n.scaler-badge {\n  display: inline-flex;\n  align-items: center;\n  align-self: flex-start;\n  background: #f3f4f6;\n  color: #111827;\n  font-size: 12px;\n  font-weight: 600;\n  padding: 4px 10px;\n  border-radius: 20px;\n  white-space: nowrap;\n  letter-spacing: 0.1px;\n}\n\n\/* Top: icon + title + description *\/\n.scaler-card-top {\n  display: flex;\n  align-items: flex-start;\n  gap: 12px;\n  min-height: 100px;\n}\n.scaler-icon-wrap {\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  width: 64px;\n  height: 64px;\n  border-radius: 12px;\n  background: #f3f4f6;\n  color: #374151;\n  flex-shrink: 0;\n}\n.scaler-icon-wrap svg {\n  width: 26px;\n  height: 26px;\n}\n.scaler-card-top-content {\n  flex: 1;\n  min-width: 0;\n  display: flex;\n  flex-direction: column;\n  gap: 5px;\n}\n.scaler-title {\n  font-size: 16px;\n  font-weight: 700;\n  color: #111827;\n  margin: 0;\n  line-height: 1.35;\n}\n.scaler-desc {\n  font-size: 13px;\n  color: #6b7280;\n  margin: 0;\n  line-height: 1.45;\n}\n\n\/* Stats row *\/\n.scaler-stats {\n  display: flex;\n  border-top: 1px solid #e5e7eb;\n  border-bottom: 1px solid #e5e7eb;\n  padding: 12px 0;\n}\n.scaler-stat {\n  display: flex;\n  flex-direction: column;\n  align-items: center;\n  gap: 2px;\n  flex: 1;\n  min-width: 0;\n  text-align: center;\n}\n.scaler-stat:not(:last-child) {\n  border-right: 1px solid #d1d5db;\n}\n.scaler-stat-value {\n  font-size: 14px;\n  font-weight: 700;\n  color: #111827;\n  white-space: nowrap;\n}\n.scaler-stat-label {\n  font-size: 12px;\n  color: #9ca3af;\n}\n\n\/* Company logos *\/\n.scaler-logos {\n  display: flex;\n  align-items: center;\n  gap: 12px;\n  flex-wrap: nowrap;\n}\n.scaler-company-logo {\n  height: 20px !important;\n  width: auto !important;\n  max-width: 70px;\n  object-fit: contain;\n  display: inline-block;\n}\n.scaler-logo-more {\n  font-size: 12px;\n  color: #9ca3af;\n  white-space: nowrap;\n}\n.scaler-logo-strip {\n  display: block;\n  width: 100% !important;\n  max-width: 100%;\n  min-width: 0;\n  height: auto !important;\n  object-fit: contain;\n}\n\n\/* CTA *\/\n.scaler-card-btns {\n  margin-top: auto;\n}\n.scaler-card-btns button {\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  gap: 8px;\n  width: 100%;\n  padding: 12px 16px;\n  border: none;\n  border-radius: 10px;\n  background-color: #255aad;\n  color: #ffffff;\n  font-family: 'Plus Jakarta Sans', sans-serif;\n  font-size: 14px;\n  font-weight: 600;\n  cursor: pointer;\n  text-decoration: none;\n  transition: opacity 0.15s ease;\n}\n.scaler-card-btns button:hover,\n.scaler-card-btns button:focus {\n  opacity: 0.88;\n  color: #ffffff;\n}\n.scaler-card-btns button svg {\n  flex-shrink: 0;\n}\n\n@media (max-width: 1000px) {\n  .scaler-carousel { max-width: 96vw; }\n}\n<\/style>\n\n\n<div class=\"scaler-carousel\">\n  <div class=\"scaler-header\">\n    <h2 class=\"scaler-header-title\"><span class=\"ez-toc-section\" id=\"transform-your-career\"><\/span>Transform Your Career<span class=\"ez-toc-section-end\"><\/span><\/h2>\n    <p class=\"scaler-header-subtitle\">Choose from our industry-leading programs designed for career success<\/p>\n  <\/div>\n\n  <div class=\"swiper scaler-swiper\">\n    <div class=\"swiper-wrapper\">\n\n      <!-- CARD 1 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"16 18 22 12 16 6\"><\/polyline><polyline points=\"8 6 2 12 8 18\"><\/polyline><\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">Modern Software and AI Engineering Program<\/h3>\n              <p class=\"scaler-desc\">Master full-stack development with AI integration<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n            <span class=\"scaler-logo-more\">+1000 more<\/span>\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/academy\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n <!-- CARD 2 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"16 18 22 12 16 6\"><\/polyline><polyline points=\"8 6 2 12 8 18\"><\/polyline><\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">AI Forward Deployed Engineer with Specialisation in AI applications<\/h3>\n              <p class=\"scaler-desc\">Build and deploy AI solutions for real-world business problems<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n            <span class=\"scaler-logo-more\">+1000 more<\/span>\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/ai-forward-deployed-engineer-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- CARD 3 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><ellipse cx=\"12\" cy=\"5\" rx=\"9\" ry=\"3\"><\/ellipse><path d=\"M3 5v14c0 1.66 4.03 3 9 3s9-1.34 9-3V5\"><\/path><path d=\"M3 12c0 1.66 4.03 3 9 3s9-1.34 9-3\"><\/path><\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">Modern Data Science and ML with specialisation in AI<\/h3>\n              <p class=\"scaler-desc\">Advanced data science techniques with AI specialization<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n            <span class=\"scaler-logo-more\">+1000 more<\/span>\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/data-science-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- CARD 4 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 2L13.5 8.5L20 10L13.5 11.5L12 18L10.5 11.5L4 10L10.5 8.5L12 2Z\"><\/path><\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">Advanced AIML with Specialisation in Agentic AI<\/h3>\n              <p class=\"scaler-desc\">Deep dive into AIML with focus on Agentic systems<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n            <span class=\"scaler-logo-more\">+1000 more<\/span>\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/ai-machine-learning-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- CARD 5 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n                <path d=\"M17.5 19H9a7 7 0 1 1 6.71-9h1.79a4.5 4.5 0 1 1 0 9Z\"><\/path>\n                <path d=\"M9.2 15.2a3 3 0 1 0 4.24-4.24\"><\/path>\n              <\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">DevOps, Cloud &amp; AI Platform Engineering<\/h3>\n              <p class=\"scaler-desc\">Build and manage AI-powered cloud infrastructure<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n            <span class=\"scaler-logo-more\">+1000 more<\/span>\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/devops-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- CARD 6 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n                <line x1=\"3\" y1=\"22\" x2=\"21\" y2=\"22\"><\/line>\n                <line x1=\"6\" y1=\"18\" x2=\"6\" y2=\"11\"><\/line>\n                <line x1=\"10\" y1=\"18\" x2=\"10\" y2=\"11\"><\/line>\n                <line x1=\"14\" y1=\"18\" x2=\"14\" y2=\"11\"><\/line>\n                <line x1=\"18\" y1=\"18\" x2=\"18\" y2=\"11\"><\/line>\n                <polygon points=\"12 2 20 7 4 7\"><\/polygon>\n              <\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">AI Engineering Advanced Certification by IIT-Roorkee<\/h3>\n              <p class=\"scaler-desc\">Premier AI engineering certification from IIT-Roorkee<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">3 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-logo-strip\" src=\"https:\/\/scaler-blog-prod-wp-content.s3.ap-south-1.amazonaws.com\/wp-content\/uploads\/2026\/07\/08135139\/iitr-icons-strip.png\" alt=\"Program highlights\" loading=\"lazy\">\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- Continue for remaining cards (6\u20138) using same pattern -->\n\n    <\/div>\n    <div class=\"swiper-button-next\"><\/div>\n    <div class=\"swiper-button-prev\"><\/div>\n    <div class=\"swiper-pagination\"><\/div>\n  <\/div>\n<\/div>\n\n<!-- Swiper.js -->\n<script src=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.js\"><\/script>\n<script>\ndocument.addEventListener(\"DOMContentLoaded\", function () {\n  const pathParts = window.location.pathname.split(\"\/\").filter(Boolean);\n  const slug = pathParts[pathParts.length - 1] || \"\";\n  const readableSlug = encodeURIComponent(slug);\n  const buttons = document.querySelectorAll(\".scaler-card-btns button\");\n\n  buttons.forEach((btn) => {\n    const baseURL = btn.getAttribute(\"onclick\").match(\/'(.*?)'\/)[1];\n    if (!baseURL.includes(\"utm_source=\")) {\n      const separator = baseURL.includes(\"?\") ? \"&\" : \"?\";\n      const updatedURL = `${baseURL}${separator}utm_source=blog&utm_medium=program_carousel&utm_content=${readableSlug}`;\n      btn.setAttribute(\"onclick\", `window.open('${updatedURL}', '_blank')`);\n    }\n  });\n\n  new Swiper(\".scaler-swiper\", {\n    slidesPerView: 1,\n    spaceBetween: 28,\n    grabCursor: true,\n    navigation: { nextEl: \".swiper-button-next\", prevEl: \".swiper-button-prev\" },\n    pagination: { el: \".swiper-pagination\", dynamicBullets: true, clickable: true },\n    breakpoints: { 1000: { slidesPerView: 2 } },\n    keyboard: { enabled: true },\n  });\n});\n<\/script>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"where-does-the-palantir-decomposition-interview-fit-in-the-palantir-interview-process\"><\/span><strong>Where Does the<\/strong> <strong>Palantir Decomposition Interview<\/strong> <strong>Fit in the<\/strong> <strong>Palantir Interview Process<\/strong><strong>?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>Palantir interview process<\/strong> typically runs about four weeks, based on user-submitted interview data, though timelines shift by role and team. Decomposition shows up in nearly every onsite loop, and forward-deployed loops lean on it heavily. Candidates also report a Foundry-based take-home before the onsite. Confirm your exact loop with your recruiter, since formats change by role and location.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Stage<\/strong><\/td><td><strong>Typical format<\/strong><\/td><td><strong>What it tests<\/strong><\/td><\/tr><tr><td>Recruiter screen<\/td><td>About a 30-minute call<\/td><td>Motivation, &#8220;why Palantir&#8221;, logistics<\/td><\/tr><tr><td>Technical screen<\/td><td>HackerRank or live CodePair, 60 to 90 minutes<\/td><td>Coding fluency and clarity<\/td><\/tr><tr><td>Virtual onsite<\/td><td>3 to 4 rounds from decomposition, learning, re-engineering, coding, system design<\/td><td>Handling ambiguity, adaptability, debugging<\/td><\/tr><tr><td>Hiring manager<\/td><td>About 45 to 60 minutes<\/td><td>Judgment, ownership, motivation<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"how-does-the-palantir-deployment-strategist-interview-treat-decomp-differently\"><\/span><strong>How Does the<\/strong> <strong>Palantir Deployment Strategist Interview<\/strong> <strong>Treat Decomp Differently?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>Palantir deployment strategist interview<\/strong> keeps the decomposition round but swaps the engineering lens for a business one. Candidates describe a recruiter screen, a conversation with a current strategist, the decomposition round, and a hiring manager conversation. Reports also mention SQL and data-interpretation questions, so practise reading messy tables.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Aspect<\/strong><\/td><td><strong>Forward deployed engineer<\/strong><\/td><td><strong>Deployment strategist<\/strong><\/td><\/tr><tr><td>Typical prompt<\/td><td>A data platform or system scenario<\/td><td>An ambiguous business or operations scenario, often with a dataset<\/td><\/tr><tr><td>Expected output<\/td><td>Data model, APIs, permissions<\/td><td>Hypotheses, metrics, a recommended plan<\/td><\/tr><tr><td>Core tools<\/td><td>Schema design, architecture, code<\/td><td>SQL, data interpretation, structured reasoning<\/td><\/tr><tr><td>Shared signal<\/td><td>Clarify first, state assumptions, weigh trade-offs, think aloud<\/td><td>Clarify first, state assumptions, weigh trade-offs, think aloud<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"what-does-the-palantir-decomposition-interview-actually-score\"><\/span><strong>What Does the<\/strong> <strong>Palantir Decomposition Interview<\/strong> <strong>Actually Score?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Interviewers are not checking your answer against a model solution. In a <strong>Palantir decomposition interview<\/strong>, they are listening for five signals:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Clarity first: do you confirm the goal, user, and constraints before proposing anything?<\/li>\n\n\n\n<li>Clean structure: are your parts non-overlapping, and do they cover the whole problem?<\/li>\n\n\n\n<li>Explicit assumptions: do you say them out loud and revisit them as you learn more?<\/li>\n\n\n\n<li>Trade-offs: do you compare at least two options on cost, latency, complexity or risk?<\/li>\n\n\n\n<li>Adaptability: when the interviewer changes a requirement, do you update your plan calmly?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Palantir&#8217;s clients include government agencies and regulated enterprises, so security and permissions often matter more than raw throughput. Sketch the data model before the boxes and arrows.<\/p>\n\n\n<meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n    <!-- Source Sans Pro (topics font) -->\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n    <link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\">\n    <script src=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.js\"><\/script>\n\n    <style>\n      :root {\n        \/* topics design tokens (variables.scss) *\/\n        --scaler-primary: #005bb3;          \/* primary-color-80 *\/\n        --scaler-primary-30: #8acaff;       \/* primary-color-30 *\/\n        --scaler-brand-blue: #255aad;\n        --scaler-live: #ee001d;             \/* accent-v5-60 *\/\n        --scaler-live-bg: #ffe6e9;          \/* accent-v5-10 *\/\n        --scaler-card-bg: #ffffff;          \/* neutral-scale-0 *\/\n        --scaler-surface: #f4f6f9;          \/* neutral-scale-2 *\/\n        --scaler-text-primary: #1a2c47;     \/* neutral-scale-12 *\/\n        --scaler-text-secondary: #61738e;   \/* neutral-scale-9 *\/\n        --scaler-border: #d6dee5;           \/* neutral-scale-4 *\/\n        --scaler-radius: 16px;\n        --scaler-radius-sm: 8px;\n        --scaler-shadow: 0 8px 16px 0 rgba(50, 71, 102, 0.16);\n      }\n\n      .scaler-events-carousel * { box-sizing: border-box; }\n\n      .scaler-events-carousel {\n        font-family: \"Source Sans 3\", \"Source Sans Pro\", \"Roboto\", Arial, sans-serif;\n        padding: 24px;\n        position: relative;\n        width: 100%;\n      }\n      .scaler-events-carousel__inner {\n        max-width: 1000px;\n        margin: 0 auto;\n        position: relative;\n        width: 100%;\n      }\n\n      \/* Header \u2014 calendar icon + \"Live Masterclasses\" *\/\n      .scaler-events-header {\n        display: flex;\n        align-items: center;\n        gap: 8px;\n        margin-bottom: 8px;\n        padding: 8px 0;\n      }\n      .scaler-events-header__icon { display: inline-flex; color: var(--scaler-text-primary); }\n      .scaler-events-header__icon svg { width: 24px; height: 24px; }\n      .scaler-events-header__title {\n        font-size: 18px;\n        font-weight: 700;\n        color: var(--scaler-text-primary);\n        line-height: 1.3;\n        margin: 0;\n      }\n\n      \/* Swiper wrap (holds side arrows) *\/\n      .scaler-events-swiper-wrap { position: relative; }\n      .scaler-events-carousel .swiper { width: 100%; padding: 4px; }\n      .scaler-event-swiper .swiper-slide {\n        width: 296px;          \/* topics card_container width *\/\n        height: auto;\n        display: flex;\n      }\n\n      \/* Event Card \u2014 matches topics EventCard *\/\n      .scaler-event-card {\n        background: var(--scaler-card-bg);\n        border: 1px solid var(--scaler-border);\n        border-radius: var(--scaler-radius);\n        padding: 16px;\n        display: flex;\n        flex-direction: column;\n        height: 100%;\n        width: 100%;\n        cursor: pointer;\n      }\n\n      \/* Header row: headshot + title\/name *\/\n      .scaler-event-card__header { display: flex; align-items: flex-start; }\n      .scaler-event-card__image-wrapper {\n        position: relative;\n        width: 88px;\n        height: 88px;\n        min-width: 88px;\n        border-radius: var(--scaler-radius-sm);\n        overflow: hidden;\n        background: var(--scaler-primary-30);\n      }\n      .scaler-event-card__image {\n        position: absolute;\n        top: 0; left: 0;\n        width: 100%; height: 100%;\n        object-fit: cover;\n      }\n      \/* attendee-count footer (default) *\/\n      .scaler-event-card__img-footer {\n        position: absolute;\n        left: 0; right: 0; bottom: 0;\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        gap: 4px;\n        padding: 1px 8px;\n        background: var(--scaler-surface);\n        color: var(--scaler-text-primary);\n        font-size: 13px;\n        line-height: 22px;\n      }\n      .scaler-event-card__img-footer svg { width: 14px; height: 14px; }\n      \/* live chip (shown when status === current) *\/\n      .scaler-event-card__live-badge {\n        position: absolute;\n        left: 0; right: 0; bottom: 0;\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        gap: 5px;\n        padding: 1px 8px;\n        background: var(--scaler-live-bg);\n        color: var(--scaler-live);\n        font-size: 12px;\n        line-height: 22px;\n        text-transform: uppercase;\n        letter-spacing: 0.18em;\n      }\n      .scaler-event-card__live-badge::before {\n        content: \"\";\n        width: 6px; height: 6px;\n        background: var(--scaler-live);\n        border-radius: 50%;\n      }\n      .scaler-event-card__text { margin-left: 16px; min-width: 0; }\n      .scaler-event-card__title {\n        font-size: 20px;\n        font-weight: 600;\n        color: var(--scaler-text-primary);\n        margin: 0;\n        line-height: 1.4;\n        display: -webkit-box;\n        -webkit-line-clamp: 2;\n        -webkit-box-orient: vertical;\n        overflow: hidden;\n      }\n      .scaler-event-card__speaker {\n        margin-top: 8px;\n        font-size: 14px;\n        line-height: 1.4;\n        color: var(--scaler-text-primary);\n      }\n\n      \/* Takeaways *\/\n      .scaler-event-card__takeaways {\n        margin-top: 12px;\n        min-height: 50px;\n        max-height: 50px;\n        overflow: hidden;\n      }\n      .scaler-event-card__takeaway-item {\n        display: flex;\n        align-items: flex-start;\n        gap: 6px;\n      }\n      .scaler-event-card__dot {\n        width: 4px; height: 4px;\n        min-width: 4px;\n        border-radius: 50%;\n        background: var(--scaler-text-secondary);\n        margin-top: 11px;\n      }\n      .scaler-event-card__takeaway-text {\n        flex: 1;\n        min-width: 0;\n        font-size: 14px;\n        line-height: 24px;\n        color: var(--scaler-text-primary);\n        white-space: nowrap;\n        overflow: hidden;\n        text-overflow: ellipsis;\n      }\n      .scaler-event-card__knowmore,\n      .scaler-event-card__knowmore:link,\n      .scaler-event-card__knowmore:visited {\n        flex-shrink: 0;\n        font-size: 14px;\n        line-height: 24px;\n        color: var(--scaler-primary) !important;\n        text-decoration: none;\n        white-space: nowrap;\n      }\n      .scaler-event-card__knowmore:hover { text-decoration: underline; }\n\n      \/* Date + duration *\/\n      .scaler-event-card__meta {\n        display: flex;\n        align-items: center;\n        justify-content: space-between;\n        margin-top: 20px;\n        font-size: 13px;\n        line-height: 24px;\n        color: var(--scaler-text-primary);\n      }\n      .scaler-event-card__duration {\n        display: flex;\n        align-items: center;\n        gap: 4px;\n      }\n      .scaler-event-card__duration svg { width: 15px; height: 15px; }\n\n      .scaler-event-card__spacer { flex-grow: 1; min-height: 4px; }\n\n      \/* CTA \u2014 outlined \"Register with 1-Click\" *\/\n      .scaler-event-card__cta,\n      .scaler-event-card__cta:link,\n      .scaler-event-card__cta:visited {\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        width: 100%;\n        margin-top: 16px;\n        padding: 8px;\n        background: transparent;\n        color: var(--scaler-primary) !important;\n        font-family: inherit;\n        font-size: 14px;\n        font-weight: 600;\n        line-height: 24px;\n        text-decoration: none;\n        border: 1px solid var(--scaler-primary);\n        border-radius: var(--scaler-radius-sm);\n        cursor: pointer;\n        transition: background 0.2s ease, color 0.2s ease;\n      }\n      .scaler-event-card__cta:hover,\n      .scaler-event-card__cta:focus {\n        background: var(--scaler-primary);\n        color: #fff !important;\n      }\n\n      \/* Side navigation arrows *\/\n      .scaler-events-nav__btn {\n        position: absolute !important;\n        top: 50% !important;\n        transform: translateY(-50%) !important;\n        z-index: 2;\n        width: 46px !important;\n        height: 46px !important;\n        min-width: 46px;\n        display: flex !important;\n        align-items: center;\n        justify-content: center;\n        padding: 0 !important;\n        background: var(--scaler-card-bg) !important;\n        border: none !important;\n        border-radius: var(--scaler-radius-sm) !important;\n        box-shadow: var(--scaler-shadow) !important;\n        color: var(--scaler-text-secondary) !important;\n        cursor: pointer;\n        transition: opacity 0.2s ease, visibility 0.2s ease;\n      }\n      .scaler-nav-prev { left: 8px !important; }\n      .scaler-nav-next { right: 8px !important; }\n      .scaler-events-nav__btn svg {\n        width: 20px !important;\n        height: 20px !important;\n        fill: var(--scaler-text-secondary) !important;\n      }\n      .scaler-events-nav__btn.swiper-button-disabled {\n        opacity: 0;\n        visibility: hidden;\n        pointer-events: none;\n      }\n\n      \/* View All Events *\/\n      .scaler-events-viewall,\n      .scaler-events-viewall:link,\n      .scaler-events-viewall:visited {\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        gap: 6px;\n        margin-top: 12px;\n        font-size: 14px;\n        font-weight: 600;\n        color: var(--scaler-brand-blue) !important;\n        text-decoration: none;\n      }\n      .scaler-events-viewall:hover { text-decoration: underline; }\n      .scaler-events-viewall svg { width: 16px; height: 16px; fill: var(--scaler-brand-blue); }\n\n      \/* hide swiper defaults *\/\n      .scaler-events-pagination { display: none; }\n      .scaler-events-carousel .swiper-button-prev,\n      .scaler-events-carousel .swiper-button-next { display: none; }\n\n      \/* Skeleton & Empty States *\/\n      .scaler-event-card--skeleton { pointer-events: none; }\n      .scaler-event-card--skeleton .scaler-event-card__image-wrapper,\n      .scaler-event-card--skeleton .scaler-event-card__title,\n      .scaler-event-card--skeleton .scaler-event-card__speaker,\n      .scaler-event-card--skeleton .scaler-event-card__takeaways,\n      .scaler-event-card--skeleton .scaler-event-card__meta,\n      .scaler-event-card--skeleton .scaler-event-card__cta {\n        background: linear-gradient(90deg, var(--scaler-border) 25%, var(--scaler-surface) 50%, var(--scaler-border) 75%);\n        background-size: 200% 100%;\n        animation: shimmer 1.5s infinite;\n        color: transparent !important;\n        border-color: transparent !important;\n        border-radius: 4px;\n      }\n      .scaler-event-card--skeleton .scaler-event-card__title { min-height: 44px; }\n      .scaler-event-card--skeleton .scaler-event-card__speaker { min-height: 16px; }\n      .scaler-event-card--skeleton .scaler-event-card__meta { min-height: 24px; }\n      .scaler-event-card--skeleton .scaler-event-card__cta { min-height: 40px; }\n      .scaler-event-card--skeleton .scaler-event-card__image,\n      .scaler-event-card--skeleton .scaler-event-card__img-footer,\n      .scaler-event-card--skeleton .scaler-event-card__live-badge { display: none; }\n\n      @keyframes shimmer {\n        0% { background-position: 200% 0; }\n        100% { background-position: -200% 0; }\n      }\n\n      .scaler-events-empty {\n        text-align: center;\n        padding: 40px 20px;\n        color: var(--scaler-text-secondary);\n        font-size: 15px;\n      }\n\n      @media (max-width: 768px) {\n        .scaler-events-carousel { padding: 16px; }\n        .scaler-event-swiper .swiper-slide { width: calc(100vw - 52px); }\n        .scaler-events-nav__btn { display: none; }\n      }\n    <\/style>\n\n\n\n    <div class=\"scaler-events-carousel js-scaler-carousel\">\n\n      <template class=\"js-event-card-template\">\n        <div class=\"swiper-slide\">\n          <article class=\"scaler-event-card\">\n            <div class=\"scaler-event-card__header\">\n              <div class=\"scaler-event-card__image-wrapper\">\n                <img decoding=\"async\" src=\"\" alt=\"\" class=\"scaler-event-card__image\" loading=\"lazy\">\n                <div class=\"scaler-event-card__img-footer\">\n                  <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M11.199 7.957c-3.086 0-5.588 2.502-5.588 5.588s2.502 5.588 5.588 5.588c3.086 0 5.588-2.502 5.588-5.588s-2.502-5.588-5.588-5.588zM3.611 13.545c0-4.191 3.397-7.588 7.588-7.588s7.588 3.397 7.588 7.588c0 4.191-3.397 7.588-7.588 7.588s-7.588-3.397-7.588-7.588z\"\/><path d=\"M21.090 6.369h0.003c1.989 0 3.897 0.79 5.303 2.197s2.197 3.314 2.197 5.303-0.79 3.897-2.197 5.303c-1.406 1.407-3.314 2.197-5.303 2.197-0.552 0-1-0.448-1-1s0.448-1 1-1c1.459 0 2.858-0.579 3.889-1.611s1.611-2.43 1.611-3.889c0-1.459-0.58-2.858-1.611-3.889s-2.429-1.611-3.888-1.611c-0.507 0.002-1.013 0.070-1.502 0.203-0.533 0.145-1.082-0.17-1.227-0.703s0.17-1.082 0.703-1.227c0.659-0.179 1.339-0.27 2.021-0.272z\"\/><path d=\"M10.906 21.364c-1.605 0-3.186 0.386-4.61 1.126s-2.649 1.811-3.572 3.124c-0.318 0.452-0.941 0.561-1.393 0.243s-0.561-0.941-0.243-1.393c1.107-1.576 2.577-2.862 4.286-3.749s3.606-1.351 5.532-1.351 3.823 0.463 5.532 1.351c1.709 0.888 3.179 2.174 4.286 3.749 0.318 0.452 0.209 1.076-0.243 1.393s-1.076 0.209-1.393-0.243c-0.923-1.313-2.148-2.385-3.572-3.124s-3.005-1.126-4.61-1.126z\"\/><\/svg>\n                  <span class=\"js-event-count\"><\/span>\n                <\/div>\n                <div class=\"scaler-event-card__live-badge\" style=\"display: none;\">Live<\/div>\n              <\/div>\n              <div class=\"scaler-event-card__text\">\n                <h3 class=\"scaler-event-card__title\"><\/h3>\n                <div class=\"scaler-event-card__speaker js-event-speaker\"><\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"scaler-event-card__takeaways js-event-takeaways\"><\/div>\n\n            <div class=\"scaler-event-card__spacer\"><\/div>\n\n            <div class=\"scaler-event-card__meta\">\n              <span class=\"js-event-date\"><\/span>\n              <span class=\"scaler-event-card__duration\">\n                <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M16 6.333c6.443 0 11.667 5.223 11.667 11.667s-5.223 11.667-11.667 11.667c-6.443 0-11.667-5.223-11.667-11.667v0c0.008-6.44 5.226-11.659 11.666-11.667h0.001zM16 28.333c5.707 0 10.333-4.626 10.333-10.333s-4.626-10.333-10.333-10.333c-5.707 0-10.333 4.626-10.333 10.333v0c0.007 5.704 4.629 10.326 10.333 10.333h0.001z\"\/><path d=\"M16 18.667c-0 0-0.001 0-0.001 0-0.184 0-0.35-0.074-0.471-0.195v0c-0.121-0.121-0.195-0.287-0.195-0.471s0.075-0.351 0.195-0.471l4.951-4.952c0.121-0.121 0.287-0.195 0.471-0.195s0.351 0.075 0.471 0.195v0c0.121 0.121 0.195 0.287 0.195 0.471s-0.075 0.351-0.195 0.471l-4.949 4.951c-0.121 0.121-0.288 0.196-0.472 0.196v0z\"\/><path d=\"M19 3.667h-6c-0.368 0-0.667-0.298-0.667-0.667v0c0-0.368 0.298-0.667 0.667-0.667v0h6c0.368 0 0.667 0.298 0.667 0.667v0c0 0.368-0.298 0.667-0.667 0.667v0z\"\/><\/svg>\n                <span class=\"js-event-duration\"><\/span>\n              <\/span>\n            <\/div>\n\n            <a href=\"#\" class=\"scaler-event-card__cta js-event-cta\">Register with 1-Click<\/a>\n          <\/article>\n        <\/div>\n      <\/template>\n\n      <div class=\"scaler-events-carousel__inner\">\n        <header class=\"scaler-events-header\">\n          <span class=\"scaler-events-header__icon\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 33 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M6.406 6.8c-0.11 0-0.2 0.090-0.2 0.2v20c0 0.11 0.090 0.2 0.2 0.2h20c0.11 0 0.2-0.090 0.2-0.2v-20c0-0.11-0.090-0.2-0.2-0.2h-20zM4.606 7c0-0.994 0.806-1.8 1.8-1.8h20c0.994 0 1.8 0.806 1.8 1.8v20c0 0.994-0.806 1.8-1.8 1.8h-20c-0.994 0-1.8-0.806-1.8-1.8v-20z\"\/><path d=\"M22.406 3.2c0.442 0 0.8 0.358 0.8 0.8v4c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-4c0-0.442 0.358-0.8 0.8-0.8z\"\/><path d=\"M10.406 3.2c0.442 0 0.8 0.358 0.8 0.8v4c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-4c0-0.442 0.358-0.8 0.8-0.8z\"\/><path d=\"M4.606 12c0-0.442 0.358-0.8 0.8-0.8h22c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-22c-0.442 0-0.8-0.358-0.8-0.8z\"\/><path d=\"M21.488 16.451c0.303 0.322 0.288 0.828-0.034 1.131l-5.838 5.5c-0.309 0.291-0.791 0.29-1.099-0.002l-3.162-3c-0.321-0.304-0.334-0.81-0.030-1.131s0.81-0.334 1.131-0.030l2.614 2.48 5.287-4.981c0.322-0.303 0.828-0.288 1.131 0.034z\"\/><\/svg>\n          <\/span>\n          <h2 class=\"scaler-events-header__title\"><span class=\"ez-toc-section\" id=\"live-masterclasses\"><\/span>Live Masterclasses<span class=\"ez-toc-section-end\"><\/span><\/h2>\n        <\/header>\n\n        <div class=\"scaler-events-swiper-wrap\">\n          <div class=\"swiper scaler-event-swiper\">\n            <div class=\"swiper-wrapper scaler-events-wrapper\"><\/div>\n            <div class=\"swiper-pagination scaler-events-pagination\"><\/div>\n          <\/div>\n\n          <button class=\"scaler-events-nav__btn scaler-nav-prev\" aria-label=\"Previous slide\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(-90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n          <button class=\"scaler-events-nav__btn scaler-nav-next\" aria-label=\"Next slide\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n        <\/div>\n\n        <a class=\"scaler-events-viewall\" href=\"https:\/\/www.scaler.com\/events\/\">\n          <span>View All Events<\/span>\n          <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n        <\/a>\n      <\/div>\n    <\/div>\n\n    <script>\n    document.addEventListener(\"DOMContentLoaded\", () => {\n\n      const monthNames = [\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"];\n\n      function formatTime(st) {\n        const t = new Date(st);\n        const date = t.getDate();\n        const month = monthNames[t.getMonth()];\n        const year = t.getFullYear();\n        const h = t.getHours();\n        const m = String(t.getMinutes()).padStart(2, \"0\");\n        let time;\n        if (h === 0) time = `12:${m} AM`;\n        else if (h === 12) time = `12:${m} PM`;\n        else if (h > 12) time = `${h - 12}:${m} PM`;\n        else time = `${h}:${m} AM`;\n        return `${date} ${month} ${year} | ${time}`;\n      }\n\n      const carouselInstances = document.querySelectorAll('.js-scaler-carousel');\n\n      carouselInstances.forEach(container => {\n\n          if(container.dataset.initialized === \"true\") return;\n          container.dataset.initialized = \"true\";\n\n          const swiperElement = container.querySelector(\".scaler-event-swiper\");\n          const swiperWrapper = container.querySelector(\".scaler-events-wrapper\");\n          const template = container.querySelector(\".js-event-card-template\");\n          const nextBtn = container.querySelector(\".scaler-nav-next\");\n          const prevBtn = container.querySelector(\".scaler-nav-prev\");\n          const paginationEl = container.querySelector(\".scaler-events-pagination\");\n\n          if (!swiperWrapper || !template) {\n             console.error(\"Scaler Carousel: Missing required elements inside container\");\n             return;\n          }\n\n          const swiper = new Swiper(swiperElement, {\n            slidesPerView: \"auto\",\n            spaceBetween: 16,\n            grabCursor: true,\n            observer: true,\n            observeParents: true,\n            pagination: {\n                el: paginationEl,\n                clickable: true,\n                dynamicBullets: true\n            },\n            navigation: {\n                nextEl: nextBtn,\n                prevEl: prevBtn\n            },\n          });\n\n          function showSkeletons(count = 4) {\n            swiperWrapper.innerHTML = \"\";\n            for (let i = 0; i < count; i++) {\n              const clone = template.content.cloneNode(true);\n              const card = clone.querySelector(\".scaler-event-card\");\n              card.classList.add(\"scaler-event-card--skeleton\");\n              swiperWrapper.appendChild(clone);\n            }\n            swiper.update();\n          }\n\n          function renderEvents(events) {\n            swiperWrapper.innerHTML = \"\";\n\n            if (events.length === 0) {\n              swiperWrapper.innerHTML = `<div class=\"scaler-events-empty\">No upcoming masterclasses found.<\/div>`;\n              return;\n            }\n\n            const pathParts = location.pathname.split(\"\/\").filter(Boolean);\n            const currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n\n            events.forEach(event => {\n              const attr = event.attributes;\n              const cd = attr.custom_data || {};\n              const clone = template.content.cloneNode(true);\n              const joinUrl = `\/event\/${attr.slug}\/?utm_source=blog&utm_medium=master_class&utm_content=${currentSlug}`;\n\n              \/\/ Instructor headshot\n              const instructor = (cd.instructors && cd.instructors[0]) || {};\n              const img = clone.querySelector(\".scaler-event-card__image\");\n              img.src = instructor.media_url || attr.image_url ||\n                \"https:\/\/images.unsplash.com\/photo-1531891437562-4301cf35b7e4?w=200&h=200&fit=crop\";\n              img.alt = instructor.name || attr.instructor_name || attr.title;\n\n              \/\/ Title + speaker\n              clone.querySelector(\".scaler-event-card__title\").textContent = attr.title;\n              clone.querySelector(\".js-event-speaker\").textContent = instructor.name || attr.instructor_name || \"\";\n\n              \/\/ Live chip vs attendee count\n              const isLive = attr.status === \"current\";\n              const footer = clone.querySelector(\".scaler-event-card__img-footer\");\n              const liveBadge = clone.querySelector(\".scaler-event-card__live-badge\");\n              if (isLive) {\n                footer.style.display = \"none\";\n                liveBadge.style.display = \"flex\";\n                liveBadge.textContent = \"Live\";\n              } else if (attr.registration_count) {\n                clone.querySelector(\".js-event-count\").textContent = attr.registration_count;\n              } else {\n                footer.style.display = \"none\";\n              }\n\n              \/\/ Takeaways (up to 2, Know More on the last)\n              const takeaways = (cd.takeaways || []).slice(0, 2);\n              const listEl = clone.querySelector(\".js-event-takeaways\");\n              listEl.innerHTML = \"\";\n              takeaways.forEach((t, idx) => {\n                const item = document.createElement(\"div\");\n                item.className = \"scaler-event-card__takeaway-item\";\n                const dot = document.createElement(\"span\");\n                dot.className = \"scaler-event-card__dot\";\n                const txt = document.createElement(\"span\");\n                txt.className = \"scaler-event-card__takeaway-text\";\n                txt.textContent = t;\n                item.appendChild(dot);\n                item.appendChild(txt);\n                if (idx === takeaways.length - 1) {\n                  const km = document.createElement(\"a\");\n                  km.className = \"scaler-event-card__knowmore\";\n                  km.textContent = \"Know More\";\n                  km.href = joinUrl;\n                  item.appendChild(km);\n                }\n                listEl.appendChild(item);\n              });\n\n              \/\/ Date + duration\n              clone.querySelector(\".js-event-date\").textContent = formatTime(attr.start_time);\n              let hrs = \"\";\n              if (attr.duration) {\n                hrs = (attr.duration \/ 60).toFixed(2);\n              } else if (attr.end_time) {\n                hrs = (Math.abs(new Date(attr.start_time) - new Date(attr.end_time)) \/ 3600000).toFixed(2);\n              }\n              clone.querySelector(\".js-event-duration\").textContent = hrs ? `${hrs} Hrs` : \"\";\n\n              \/\/ CTA\n              clone.querySelector(\".js-event-cta\").href = joinUrl;\n\n              swiperWrapper.appendChild(clone);\n            });\n\n            swiper.update();\n            swiper.slideTo(0);\n          }\n\n          async function fetchEvents() {\n            try {\n              showSkeletons();\n              const res = await fetch(\n                \"https:\/\/www.scaler.com\/api\/v4\/events?event_type[]=company&distributor=scaler&type=upcoming&serializer_mode=L2&limit=8&program[]=software_development&program[]=data_science&program[]=devops&program[]=ai_ml\"\n              );\n              const json = await res.json();\n              const events = json.data || [];\n              renderEvents(events);\n            } catch (error) {\n              console.error(\"Failed to load events:\", error);\n              if(swiperWrapper) swiperWrapper.innerHTML = `<div class=\"scaler-events-empty\">Failed to load events.<\/div>`;\n            }\n          }\n\n          fetchEvents();\n      });\n    });\n    <\/script>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"a-5-step-framework-to-crack-the-palantir-decomposition-interview\"><\/span><strong>A 5-Step Framework to Crack the<\/strong> <strong>Palantir Decomposition Interview<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Narrate each step aloud. This sequence works for system problems, data problems, and the customer scenarios common in forward-deployed loops.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Frame it.<\/strong> Restate the problem in your own words, then ask three or four questions that would change your solution: the goal, the user, the scale, the data quality, and the risk.<\/li>\n\n\n\n<li><strong>Scope success.<\/strong> Pick one primary metric and one or two hard constraints. If the interviewer will not specify, state an assumption and invite correction.<\/li>\n\n\n\n<li><strong>Model the data.<\/strong> List the entities, their relationships, and who owns each. A grounding in data models in DBMS makes this step fast.<\/li>\n\n\n\n<li><strong>Split into workstreams.<\/strong> Break the problem into three to five parts that do not overlap, sequenced by risk. Sketch the thin end-to-end path first, then go deep on one or two parts.<\/li>\n\n\n\n<li><strong>Stress-test.<\/strong> For each key decision, name two options and the trade-off. Call out failure modes such as stale data or missing permissions, then iterate when new constraints arrive.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"worked-example-cutting-emergency-room-wait-times\"><\/span><strong>Worked Example: Cutting Emergency Room Wait Times<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Prompt:<\/strong> A hospital network wants to cut emergency room wait times. It has admission logs, staff rosters, and bed-availability feeds. How do you approach it?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Frame:<\/strong> &#8220;Are we targeting the average wait, the longest waits, or fairness across hospitals? Does the delay sit at triage, in bed availability or at discharge?&#8221; <strong>Scope:<\/strong> &#8220;I will assume the 90th percentile wait is the metric, and that patient privacy is a hard constraint.&#8221; <strong>Model:<\/strong> Patients, visits, beds and staff shifts, linked by visit ID. <strong>Split:<\/strong> Demand forecasting, bed and staff allocation, and a charge-nurse dashboard, with forecasting first because the others depend on it. <strong>Stress-test:<\/strong> If the bed feed is hours stale, the system could recommend an occupied bed, so show data freshness on screen and fall back to manual checks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Notice that the answer never &#8220;finishes&#8221;. It shows structure, stated assumptions and trade-off thinking, which is what the round rewards.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"palantir-decomposition-interview-questions-to-practise\"><\/span><strong>Palantir Decomposition Interview Questions<\/strong> <strong>to Practise<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Palantir does not publish its question bank, so treat these <strong>Palantir decomposition interview questions<\/strong> as the types candidates report, not leaked prompts:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>A city wants faster ambulance response using call, traffic, and GPS data.<\/li>\n\n\n\n<li>Design a data platform for an enterprise with hundreds of disparate sources.<\/li>\n\n\n\n<li>A bank wants to unify fraud detection across systems inherited from acquisitions.<\/li>\n\n\n\n<li>An insurer wants LLM-based claim summaries under state-level regulation.<\/li>\n\n\n\n<li>A product launch missed its revenue target by 40%. Diagnose why.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"common-palantir-decomposition-interview-mistakes\"><\/span><strong>Common<\/strong> <strong>Palantir Decomposition Interview<\/strong> <strong>Mistakes<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Jumping to a solution in the first minute, which reads as not understanding the problem.<\/li>\n\n\n\n<li>Going silent. Interviewers cannot score reasoning they cannot hear.<\/li>\n\n\n\n<li>Polishing one component while leaving the rest of the plan blank.<\/li>\n\n\n\n<li>Staying abstract instead of naming real data sources, APIs and users.<\/li>\n\n\n\n<li>Asserting one best answer without trade-offs or failure modes.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"how-to-prepare-for-the-palantir-decomposition-interview\"><\/span><strong>How to Prepare for the<\/strong> <strong>Palantir Decomposition Interview<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Preparation should make the framework automatic, so your attention is free for the actual problem. Run timed 45-minute sessions with a partner who plays interviewer and keeps changing the requirements. Record yourself, then audit whether you clarified, split cleanly, stated assumptions and surfaced failure modes. Strengthen your fundamentals with Scaler&#8217;s <a href=\"https:\/\/www.scaler.com\/blog\/system-design-roadmap-2026-complete-guide-from-beginner-to-advanced\/\">system design roadmap<\/a>, since a <strong>Palantir decomposition interview<\/strong> overlaps heavily with system design.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Practise with mentors who have been in the room<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Scaler Academy&#8217;s Modern Software and AI Engineering program, with its Forward Deployed Engineer specialization, pairs hands-on projects with mentorship from engineers who work on enterprise AI deployments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.scaler.com\/academy\/\">Explore Scaler Academy<\/a> &nbsp;<\/p>\n\n\n<style data-wp-block-html=\"css\">\n<style>\n      :root {\n        --sp-brand: #255aad;            \/* brand blue *\/\n        --sp-brand-hover: #19468c;\n        --sp-card-bg: #ffffff;          \/* neutral-scale-0 *\/\n        --sp-surface: #f4f6f9;          \/* neutral-scale-2 *\/\n        --sp-pill-bg: #f8fafc;\n        --sp-border: #d6dee5;           \/* neutral-scale-4 *\/\n        --sp-text-primary: #1a2c47;     \/* neutral-scale-12 *\/\n        --sp-text-secondary: #61738e;   \/* neutral-scale-9 *\/\n      }\n\n      .scaler-placement * { box-sizing: border-box; }\n\n      .scaler-placement {\n        font-family: \"Source Sans 3\", \"Source Sans Pro\", \"Roboto\", Arial, sans-serif;\n        width: 100%;\n        max-width: 100%;\n        margin: 24px auto;\n        display: flex;\n        flex-direction: column;\n      }\n\n      \/* ---- Placement report (OnlineCallout) ---- *\/\n      .scaler-placement__title {\n        font-size: 24px;\n        font-weight: 600;\n        line-height: 1.3;\n        color: var(--sp-text-primary);\n        margin: 0 0 16px;\n      }\n\n      .scaler-placement__card {\n        display: flex;\n        flex-direction: column;\n        width: 100%;\n        background: var(--sp-card-bg);\n        border: 1px solid var(--sp-border);\n        border-radius: 20px;\n        padding: 16px;\n        box-shadow: 0 8px 32px rgba(37, 90, 173, 0.04);\n        overflow: hidden;\n        gap: 5px;\n      }\n\n      .scaler-placement__top {\n        display: flex;\n        flex-direction: row;\n        align-items: center;\n        width: 100%;\n        gap: 18px;\n      }\n\n      .scaler-placement__stat-block {\n        display: flex;\n        flex-direction: column;\n        justify-content: center;\n        align-items: center;\n        width: 30%;\n        min-width: 200px;\n        flex-shrink: 0;\n        background: var(--sp-surface);\n        border: 1px solid var(--sp-border);\n        border-radius: 16px;\n        padding: 16px 10px;\n        gap: 8px;\n      }\n      .scaler-placement__stat-number {\n        font-size: 48px;\n        font-weight: 600;\n        line-height: 1;\n        color: var(--sp-brand);\n        text-align: center;\n      }\n      .scaler-placement__stat-label {\n        font-size: 13px;\n        font-weight: 600;\n        line-height: 14px;\n        color: rgba(37, 90, 173, 0.85);\n        text-transform: uppercase;\n        letter-spacing: 0.8px;\n      }\n\n      .scaler-placement__info {\n        display: flex;\n        flex-direction: column;\n        justify-content: center;\n        flex: 1;\n        gap: 10px;\n      }\n      .scaler-placement__proof-header {\n        display: flex;\n        flex-direction: row;\n        align-items: center;\n        gap: 8px;\n      }\n      .scaler-placement__proof-header svg { width: 18px; height: 18px; flex-shrink: 0; }\n      .scaler-placement__proof-label {\n        font-size: 12px;\n        font-weight: 600;\n        line-height: 16px;\n        color: var(--sp-brand);\n        text-transform: uppercase;\n        letter-spacing: 1px;\n      }\n      .scaler-placement__body-text {\n        font-size: 16px;\n        font-weight: 400;\n        line-height: 24px;\n        color: var(--sp-text-primary);\n        margin: 0;\n      }\n\n      .scaler-placement__bottom {\n        display: flex;\n        flex-direction: column;\n        align-items: flex-start;\n        margin-left: calc(30% + 18px);\n        width: calc(70% - 18px);\n        gap: 12px;\n      }\n      .scaler-placement__stats-row {\n        display: flex;\n        flex-direction: row;\n        align-items: center;\n        gap: 24px;\n      }\n      .scaler-placement__stat-item {\n        display: flex;\n        flex-direction: row;\n        align-items: center;\n        gap: 8px;\n      }\n      .scaler-placement__stat-item > svg {\n        color: var(--sp-brand);\n        width: 18px;\n        height: 18px;\n        flex-shrink: 0;\n      }\n      .scaler-placement__stat-text {\n        display: flex;\n        flex-direction: row;\n        align-items: center;\n        gap: 4px;\n      }\n      .scaler-placement__stat-value {\n        font-size: 16px;\n        font-weight: 600;\n        line-height: 24px;\n        color: var(--sp-text-primary);\n      }\n      .scaler-placement__stat-desc {\n        font-size: 14px;\n        font-weight: 400;\n        line-height: 20px;\n        color: var(--sp-text-secondary);\n      }\n\n      .scaler-placement__cta,\n      .scaler-placement__cta:link,\n      .scaler-placement__cta:visited {\n        display: inline-flex;\n        align-items: center;\n        align-self: flex-start;\n        font-size: 14px;\n        font-weight: 600;\n        line-height: 20px;\n        color: var(--sp-brand) !important;\n        gap: 6px;\n        text-decoration: none;\n        cursor: pointer;\n        margin-top: 2px;\n        transition: color 0.25s ease;\n      }\n      .scaler-placement__cta:hover,\n      .scaler-placement__cta:focus { color: var(--sp-brand-hover) !important; }\n      .scaler-placement__cta svg {\n        width: 14px;\n        height: 14px;\n        fill: currentColor;\n        transition: transform 0.25s ease;\n      }\n      .scaler-placement__cta:hover svg { transform: translateX(3px); }\n\n      \/* ---- Hiring Partners ---- *\/\n      .scaler-hiring {\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        flex-wrap: wrap;\n        gap: 8px 12px;\n        margin: 24px 0 8px;\n        padding-top: 16px;\n        border-top: 1px solid var(--sp-border);\n      }\n      .scaler-hiring__label {\n        font-size: 14px;\n        color: var(--sp-text-secondary);\n        white-space: nowrap;\n      }\n      .scaler-hiring__pills {\n        display: flex;\n        align-items: center;\n        flex-wrap: wrap;\n        gap: 8px;\n      }\n      .scaler-hiring__pill {\n        display: inline-flex;\n        align-items: center;\n        gap: 6px;\n        padding: 5px 12px 5px 5px;\n        background: var(--sp-pill-bg);\n        border-radius: 999px;\n      }\n      .scaler-hiring__badge {\n        display: inline-flex;\n        align-items: center;\n        justify-content: center;\n        flex-shrink: 0;\n        width: 24px;\n        height: 24px;\n        border-radius: 50%;\n        background: #ffffff;\n      }\n      .scaler-hiring__logo {\n        width: 16px !important;\n        height: 16px !important;\n        object-fit: contain;\n        margin: 0 !important;\n        display: block;\n      }\n      .scaler-hiring__name {\n        font-size: 14px;\n        font-weight: 600;\n        color: var(--sp-text-primary);\n      }\n      .scaler-hiring__more {\n        font-size: 14px;\n        color: var(--sp-text-secondary);\n      }\n\n      @media (max-width: 768px) {\n        .scaler-placement__title { font-size: 18px; margin-bottom: 12px; }\n        .scaler-placement__card { gap: 16px; border-radius: 16px; }\n        .scaler-placement__top { gap: 12px; }\n        .scaler-placement__stat-block { width: 35%; min-width: 110px; padding: 12px 8px; gap: 4px; }\n        .scaler-placement__stat-number { font-size: 24px; }\n        .scaler-placement__stat-label { font-size: 10px; }\n        .scaler-placement__body-text { font-size: 14px; line-height: 20px; }\n        .scaler-placement__bottom { margin-left: 0; width: 100%; gap: 16px; }\n        .scaler-placement__stats-row { flex-wrap: wrap; gap: 10px 16px; }\n        .scaler-placement__stat-value { font-size: 14px; line-height: 20px; }\n        .scaler-placement__stat-desc { font-size: 12px; line-height: 16px; }\n      }\n<\/style>\n\n<meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n    <!-- Source Sans Pro (topics font) -->\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n\n<div class=\"scaler-placement\">\n      <h2 class=\"scaler-placement__title\"><span class=\"ez-toc-section\" id=\"scaler-placement-report-and-statistics\"><\/span>Scaler Placement Report and Statistics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n      <div class=\"scaler-placement__card\">\n        <div class=\"scaler-placement__top\">\n          <div class=\"scaler-placement__stat-block\">\n            <div class=\"scaler-placement__stat-number\">\u20b923L<\/div>\n            <div class=\"scaler-placement__stat-label\">AVG CTC<\/div>\n          <\/div>\n          <div class=\"scaler-placement__info\">\n            <div class=\"scaler-placement__proof-header\">\n              <svg viewBox=\"0 0 21 21\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M8.64 0 0 8.683V21h12.257l8.64-8.683V0H8.64zm-.11 17.257H3.725v-4.828H8.53v4.828zm7.901-1.88-4.174 4.194V8.684H1.447l4.076-4.14h10.914l-.006 10.83v.004z\" fill=\"#255aad\"><\/path><\/svg>\n              <span class=\"scaler-placement__proof-label\">SCALER PLACEMENT PROOF<\/span>\n            <\/div>\n            <p class=\"scaler-placement__body-text\">\n              Scaler learners achieved 2.5x salary growth with average post-Scaler CTC reaching \u20b923L.\n            <\/p>\n          <\/div>\n        <\/div>\n\n        <div class=\"scaler-placement__bottom\">\n          <div class=\"scaler-placement__stats-row\">\n            <div class=\"scaler-placement__stat-item\">\n              <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M11.199 7.957c-3.086 0-5.588 2.502-5.588 5.588s2.502 5.588 5.588 5.588c3.086 0 5.588-2.502 5.588-5.588s-2.502-5.588-5.588-5.588zM3.611 13.545c0-4.191 3.397-7.588 7.588-7.588s7.588 3.397 7.588 7.588c0 4.191-3.397 7.588-7.588 7.588s-7.588-3.397-7.588-7.588z\"><\/path><path d=\"M21.090 6.369h0.003c1.989 0 3.897 0.79 5.303 2.197s2.197 3.314 2.197 5.303-0.79 3.897-2.197 5.303c-1.406 1.407-3.314 2.197-5.303 2.197-0.552 0-1-0.448-1-1s0.448-1 1-1c1.459 0 2.858-0.579 3.889-1.611s1.611-2.43 1.611-3.889c0-1.459-0.58-2.858-1.611-3.889s-2.429-1.611-3.888-1.611c-0.507 0.002-1.013 0.070-1.502 0.203-0.533 0.145-1.082-0.17-1.227-0.703s0.17-1.082 0.703-1.227c0.659-0.179 1.339-0.27 2.021-0.272z\"><\/path><path d=\"M10.906 21.364c-1.605 0-3.186 0.386-4.61 1.126s-2.649 1.811-3.572 3.124c-0.318 0.452-0.941 0.561-1.393 0.243s-0.561-0.941-0.243-1.393c1.107-1.576 2.577-2.862 4.286-3.749s3.606-1.351 5.532-1.351 3.823 0.463 5.532 1.351c1.709 0.888 3.179 2.174 4.286 3.749 0.318 0.452 0.209 1.076-0.243 1.393s-1.076 0.209-1.393-0.243c-0.923-1.313-2.148-2.385-3.572-3.124s-3.005-1.126-4.61-1.126z\"><\/path><path d=\"M25.704 22.493c-1.424-0.74-3.005-1.125-4.61-1.124-0.552 0-1-0.447-1.001-0.999s0.447-1 0.999-1.001c1.926-0.001 3.824 0.462 5.533 1.349s3.179 2.174 4.286 3.751c0.317 0.452 0.208 1.076-0.244 1.393s-1.076 0.208-1.393-0.244c-0.922-1.313-2.147-2.385-3.571-3.125z\"><\/path><\/svg>\n              <div class=\"scaler-placement__stat-text\">\n                <span class=\"scaler-placement__stat-value\">11,000+<\/span>\n                <span class=\"scaler-placement__stat-desc\">placements<\/span>\n              <\/div>\n            <\/div>\n            <div class=\"scaler-placement__stat-item\">\n              <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M1.2 27.5c0-0.442 0.358-0.8 0.8-0.8h28c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-28c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M3.727 4.227c0.338-0.338 0.795-0.527 1.273-0.527h12c0.477 0 0.935 0.19 1.273 0.527s0.527 0.795 0.527 1.273v22c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-22c0-0.053-0.021-0.104-0.059-0.141s-0.088-0.059-0.141-0.059h-12c-0.053 0-0.104 0.021-0.141 0.059s-0.059 0.088-0.059 0.141v22c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-22c0-0.477 0.19-0.935 0.527-1.273z\"><\/path><path d=\"M17.2 12.5c0-0.442 0.358-0.8 0.8-0.8h9c0.477 0 0.935 0.19 1.273 0.527s0.527 0.795 0.527 1.273v14c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-14c0-0.053-0.021-0.104-0.059-0.141s-0.088-0.059-0.141-0.059h-9c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M7.2 9.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M9.2 17.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M7.2 22.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M21.2 22.5c0-0.442 0.358-0.8 0.8-0.8h2c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-2c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M21.2 17.5c0-0.442 0.358-0.8 0.8-0.8h2c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-2c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><\/svg>\n              <div class=\"scaler-placement__stat-text\">\n                <span class=\"scaler-placement__stat-value\">650+<\/span>\n                <span class=\"scaler-placement__stat-desc\">companies<\/span>\n              <\/div>\n            <\/div>\n            <div class=\"scaler-placement__stat-item\">\n              <svg viewBox=\"0 0 25 24\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5.60938 18.8906C4.74688 18.0281 5.31875 16.2188 4.87813 15.1594C4.4375 14.1 2.75 13.1719 2.75 12C2.75 10.8281 4.41875 9.9375 4.87813 8.84063C5.3375 7.74375 4.74688 5.97187 5.60938 5.10938C6.47187 4.24688 8.28125 4.81875 9.34063 4.37813C10.4 3.9375 11.3281 2.25 12.5 2.25C13.6719 2.25 14.5625 3.91875 15.6594 4.37813C16.7562 4.8375 18.5281 4.24688 19.3906 5.10938C20.2531 5.97187 19.6812 7.78125 20.1219 8.84063C20.5625 9.9 22.25 10.8281 22.25 12C22.25 13.1719 20.5813 14.0625 20.1219 15.1594C19.6625 16.2562 20.2531 18.0281 19.3906 18.8906C18.5281 19.7531 16.7188 19.1812 15.6594 19.6219C14.6 20.0625 13.6719 21.75 12.5 21.75C11.3281 21.75 10.4375 20.0813 9.34063 19.6219C8.24375 19.1625 6.47187 19.7531 5.60938 18.8906Z\" fill=\"#ffffff\" stroke=\"#255aad\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M16.625 9.75L11.1219 15L8.375 12.375\" stroke=\"#255aad\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n              <span class=\"scaler-placement__stat-desc\">Verified data<\/span>\n            <\/div>\n          <\/div>\n\n          <a class=\"scaler-placement__cta\" href=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/195\/869\/original\/Scaler_Career_Report.pdf?1778499863\" target=\"_blank\" rel=\"noopener\">\n            See full placement report\n            <svg viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"><\/path><\/svg>\n          <\/a>\n        <\/div>\n      <\/div>\n\n      <div class=\"scaler-hiring\">\n        <span class=\"scaler-hiring__label\">Hiring Partners:<\/span>\n        <div class=\"scaler-hiring__pills\">\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/googleicon_.svg\" alt=\"Google\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Google<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/amazonicon_.svg\" alt=\"Amazon\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Amazon<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/microsoft.svg\" alt=\"Microsoft\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Microsoft<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/flipkarticon_.svg\" alt=\"Flipkart\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Flipkart<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/adobeicon_.svg\" alt=\"Adobe\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Adobe<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__more\">1200+ more<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"conclusion\"><\/span><strong>Conclusion<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>Palantir decomposition interview<\/strong> rewards candidates who stay calm inside ambiguity: clarify first, structure the problem, name assumptions, and compare options out loud. Whether you face the engineering version or the <strong>Palantir deployment strategist interview<\/strong> version, the habits are the same, and they are learnable through repeated, timed practice. Start with the five-step framework, run three mock sessions this week, and you will walk into the <strong>Palantir interview process<\/strong> with a method instead of a guess.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ready to train for forward deployed roles?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Scaler's AI Forward Deployed Engineer program is built around one continuous client engagement, starting with discovery calls, scoping, and stakeholder communication before production code- the same muscles a decomp round tests.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.scaler.com\/ai-forward-deployed-engineer-course\/\">Explore Now<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"frequently-asked-questions\"><\/span><strong>Frequently Asked Questions<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>What is the<\/strong> <strong>Palantir decomposition interview<\/strong><strong>?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>Palantir decomposition interview<\/strong> is an open-ended round where you break a vague problem into parts and reason aloud. Interviewers score structure and trade-offs, not a final answer.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>How long is the<\/strong> <strong>Palantir decomposition interview<\/strong><strong>?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A <strong>Palantir decomposition interview<\/strong> typically runs 45 to 60 minutes, often in a shared editor or whiteboard.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>What does the<\/strong> <strong>Palantir interview process<\/strong> <strong>look like?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>Palantir interview process<\/strong> usually has a recruiter screen, a technical screen, three to four onsite rounds, and a hiring manager call, taking about four weeks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Is the<\/strong> <strong>Palantir deployment strategist interview<\/strong> <strong>different?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Yes. The <strong>Palantir deployment strategist interview<\/strong> uses decomposition on business scenarios with messy data and SQL, rather than system and API design.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Where can I find<\/strong> <strong>Palantir decomposition interview questions<\/strong><strong>?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Palantir does not publish them, so practise <strong>Palantir decomposition interview questions<\/strong> like city-scale data problems, legacy system unification, and enterprise data platforms.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Do I need to write code in the<\/strong> <strong>Palantir decomposition interview<\/strong><strong>?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Not always. A <strong>Palantir decomposition interview<\/strong> focuses on structuring the problem, though forward-deployed rounds may ask for a live data model or APIs.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Palantir decomposition interview is the round that catches out engineers who prepared only with LeetCode. There is no starter code and no single right answer, just a vague real-world problem and a Palantir interviewer watching how you think. With forward-deployed roles booming (Scaler&#8217;s FDE launch announcement cites 729% year-on-year growth in demand), this round [&hellip;]<\/p>\n","protected":false},"author":242,"featured_media":14703,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[35],"tags":[],"class_list":["post-14665","post","type-post","status-publish","format-standard","has-post-thumbnail","category-software-development"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/14665","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/users\/242"}],"replies":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/comments?post=14665"}],"version-history":[{"count":2,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/14665\/revisions"}],"predecessor-version":[{"id":14704,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/14665\/revisions\/14704"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media\/14703"}],"wp:attachment":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media?parent=14665"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/categories?post=14665"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/tags?post=14665"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}