{"id":5126,"date":"2026-01-07T08:11:15","date_gmt":"2026-01-07T08:11:15","guid":{"rendered":"https:\/\/csoasupport.com\/?p=5126"},"modified":"2026-01-07T08:29:19","modified_gmt":"2026-01-07T08:29:19","slug":"snapchat-interview","status":"publish","type":"post","link":"https:\/\/csoasupport.com\/en\/snapchat-interview\/","title":{"rendered":"Snapchat Interview"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"5126\" class=\"elementor elementor-5126\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62336257 e-flex e-con-boxed e-con e-parent\" data-id=\"62336257\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ab64c42 e-con-full e-flex e-con e-child\" data-id=\"3ab64c42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-28d3bb8b elementor-widget elementor-widget-heading\" data-id=\"28d3bb8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Unveiling the Snapchat interview process: Easily pass the OA and VO stages.<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1594540f elementor-widget elementor-widget-heading\" data-id=\"1594540f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/en\/interview-proxy\/\" target=\"_blank\">Snapchat Interview - OA Session Assistance<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-22462ceb e-flex e-con-boxed e-con e-parent\" data-id=\"22462ceb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e41cb30 elementor-widget elementor-widget-text-editor\" data-id=\"e41cb30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">In North American tech circles, Snapchat's (now Snap Inc.) interview process is known for its unique style: it has the algorithmic rigor of a big player, but it also incorporates a deep consideration of product and engineering robustness. If you're gearing up to join a company known for its innovation and speed, put down those purely algorithmic competition questions you're holding in your hands, because the Snapchat interview, a test for your<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Foundational skills, engineering taste and systems thinking<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">of a full medical examination.<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">I've helped many engineers successfully pass Snapchat interviews, and all my experiences have taught me one core secret:<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Snapchat isn't just about solving problems, it's about writing \"clean, stable, landable\" code.<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The focus of the assessment is to shift from algorithmic \"optimal solution\" to engineering \"most stable solution\".<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\" data-slate-fragment=\"JTVCJTdCJTIydHlwZSUyMiUzQSUyMnAlMjIlMkMlMjJjaGlsZHJlbiUyMiUzQSU1QiU3QiUyMnRleHQlMjIlM0ElMjIlRTUlOUMlQTglRTUlOEMlOTclRTclQkUlOEUlRTclQTclOTElRTYlOEElODAlRTUlOUMlODglRUYlQkMlOENTbmFwY2hhdCVFRiVCQyU4OCVFNyU4RSVCMCVFNSU5QyVBOCVFNiU5OCVBRlNuYXAlMjBJbmMuJUVGJUJDJTg5JUU3JTlBJTg0JUU5JTlEJUEyJUU4JUFGJTk1JUU2JUI1JTgxJUU3JUE4JThCJUU0JUJCJUE1JUU1JTg1JUI2JUU3JThCJUFDJUU3JTg5JUI5JUU3JTlBJTg0JUU5JUEzJThFJUU2JUEwJUJDJUU4JTgwJThDJUU5JTk3JUJCJUU1JTkwJThEJUVGJUJDJTlBJUU1JUFFJTgzJUU2JTk3JUEyJUU2JTlDJTg5JUU1JUE0JUE3JUU1JThFJTgyJUU1JUFGJUI5JUU3JUFFJTk3JUU2JUIzJTk1JUU3JTlBJTg0JUU0JUI4JUE1JUU2JUEwJUJDJUU4JUE2JTgxJUU2JUIxJTgyJUVGJUJDJThDJUU1JThGJTg4JUU4JTlFJThEJUU1JTg1JUE1JUU0JUJBJTg2JUU1JUFGJUI5JUU0JUJBJUE3JUU1JTkzJTgxJUU1JTkyJThDJUU1JUI3JUE1JUU3JUE4JThCJUU5JUIyJTgxJUU2JUEzJTkyJUU2JTgwJUE3JUU3JTlBJTg0JUU2JUI3JUIxJUU1JUJBJUE2JUU4JTgwJTgzJUU5JTg3JThGJUUzJTgwJTgyJUU1JUE2JTgyJUU2JTlFJTlDJUU0JUJEJUEwJUU2JUFEJUEzJUU1JTg3JTg2JUU1JUE0JTg3JUU1JThBJUEwJUU1JTg1JUE1JUU4JUJGJTk5JUU1JUFFJUI2JUU0JUJCJUE1JUU1JTg4JTlCJUU2JTk2JUIwJUU1JTkyJThDJUU5JTgwJTlGJUU1JUJBJUE2JUU4JTkxJTk3JUU3JUE3JUIwJUU3JTlBJTg0JUU1JTg1JUFDJUU1JThGJUI4JUVGJUJDJThDJUU5JTgyJUEzJUU0JUI5JTg4JUU4JUFGJUI3JUU2JTk0JUJFJUU0JUI4JThCJUU0JUJEJUEwJUU2JTg5JThCJUU0JUI4JUFEJUU5JTgyJUEzJUU0JUJBJTlCJUU3JUJBJUFGJUU3JUIyJUI5JUU3JTlBJTg0JUU3JUFFJTk3JUU2JUIzJTk1JUU3JUFCJTlFJUU4JUI1JTlCJUU5JUEyJTk4JUVGJUJDJThDJUU1JTlCJUEwJUU0JUI4JUJBU25hcGNoYXQlRTclOUElODQlRTklOUQlQTIlRTglQUYlOTUlRUYlQkMlOEMlRTYlOTglQUYlRTQlQjglODAlRTUlOUMlQkElRTUlQUYlQjklRTQlQkQlQTAlMjIlN0QlMkMlN0IlMjJ0ZXh0JTIyJTNBJTIyJUU1JTlGJUJBJUU3JUExJTgwJUU4JTgzJUJEJUU1JThBJTlCJUUzJTgwJTgxJUU1JUI3JUE1JUU3JUE4JThCJUU1JTkzJTgxJUU1JTkxJUIzJUU1JTkyJThDJUU3JUIzJUJCJUU3JUJCJTlGJUU2JTgwJTlEJUU3JUJCJUI0JTIyJTJDJTIyYm9sZCUyMiUzQXRydWUlN0QlMkMlN0IlMjJ0ZXh0JTIyJTNBJTIyJUU3JTlBJTg0JUU1JTg1JUE4JUU5JTlEJUEyJUU0JUJEJTkzJUU2JUEzJTgwJUUzJTgwJTgyJTIyJTdEJTVEJTdEJTJDJTdCJTIydHlwZSUyMiUzQSUyMnAlMjIlMkMlMjJjaGlsZHJlbiUyMiUzQSU1QiU3QiUyMnRleHQlMjIlM0ElMjIlRTYlODglOTElRTglQkUlODUlRTUlQUYlQkMlRTglQkYlODclRTglQUUlQjglRTUlQTQlOUElRTUlQjclQTUlRTclQTglOEIlRTUlQjglODglRTYlODglOTAlRTUlOEElOUYlRTklODAlOUElRTglQkYlODdTbmFwY2hhdCVFNyU5QSU4NCVFOSU5RCVBMiVFOCVBRiU5NSVFRiVCQyU4QyVFNCVCQiU5NiVFNCVCQiVBQyVFNyU5QSU4NCVFNyVCQiU4RiVFOSVBQSU4QyVFNSU5MSU4QSVFOCVBRiU4OSVFNiU4OCU5MSVFNCVCOCU4MCVFNCVCOCVBQSVFNiVBMCVCOCVFNSVCRiU4MyVFNyVBNyU5OCVFOCVBRiU4MCVFRiVCQyU5QSUyMiU3RCUyQyU3QiUyMnRleHQlMjIlM0ElMjJTbmFwY2hhdCVFNCVCOCU4RCVFNSU4RiVBQSVFNyU5QyU4QiVFNCVCRCVBMCVFOCU4MyVCRCVFNCVCOCU4RCVFOCU4MyVCRCVFOCVBNyVBMyVFOSVBMiU5OCVFRiVCQyU4QyVFNiU5QiVCNCVFNyU5QyU4QiVFNCVCRCVBMCVFOCU4MyVCRCVFNCVCOCU4RCVFOCU4MyVCRCVFNSU4NiU5OSVFNSU4NyVCQSVFMiU4MCU5QyVFNSVCOSVCMiVFNSU4NyU4MCVFMyU4MCU4MSVFNyVBOCVCMyVFNSVBRSU5QSVFMyU4MCU4MSVFNSU4RiVBRiVFOCU5MCVCRCVFNSU5QyVCMCVFMiU4MCU5RCVFNyU5QSU4NCVFNCVCQiVBMyVFNyVBMCU4MSVFMyU4MCU4MiUyMiUyQyUyMmJvbGQlMjIlM0F0cnVlJTdEJTJDJTdCJTIydGV4dCUyMiUzQSUyMiVFNSVBRSU4MyVFNyU5QSU4NCVFOCU4MCU4MyVFNiVBMCVCOCVFOSU4NyU4RCVFNyU4MiVCOSVFRiVCQyU4QyVFNiU5OCVBRiVFNCVCQiU4RSVFNyVBRSU5NyVFNiVCMyU5NSVFNyU5QSU4NCVFMiU4MCU5QyVFNiU5QyU4MCVFNCVCQyU5OCVFOCVBNyVBMyVFMiU4MCU5RCVFOCVCRCVBQyVFNSU5MCU5MSVFNSVCNyVBNSVFNyVBOCU4QiVFNyU5QSU4NCVFMiU4MCU5QyVFNiU5QyU4MCVFNyVBOCVCMyVFOCVBNyVBMyVFMiU4MCU5RCVFMyU4MCU4MiUyMiU3RCU1RCU3RCUyQyU3QiUyMnR5cGUlMjIlM0ElMjJwJTIyJTJDJTIyY2hpbGRyZW4lMjIlM0ElNUIlN0IlMjJ0ZXh0JTIyJTNBJTIyJUU0JUJCJThBJUU1JUE0JUE5JUVGJUJDJThDJUU2JTg4JTkxJUU1JUIwJTg2JUU3JUJCJTkzJUU1JTkwJTg4U25hcGNoYXQlRTYlOUMlODAlRTYlOTYlQjAlRTclOUElODRPQSVFNSU5MiU4Q09uc2l0ZSVFNyVCQiU4RiVFOSVBQSU4QyVFRiVCQyU4QyVFNCVCOCVCQSVFNCVCRCVBMCVFNiU4QiU4NiVFOCVBNyVBMyVFNSVBRSU4MyVFNyU5QSU4NCVFOCU4MCU4MyVFNiVBMCVCOCVFOSU4MCVCQiVFOCVCRSU5MSVFRiVCQyU4QyVFNSVCOSVCNiVFNSU4OCU4NiVFNCVCQSVBQiVFNCVCOCU4MCVFNSVBNSU5NyVFNyVCQiU4RiVFOSVBQSU4QyVFOCU4MCU4MSVFOSU4MSU5MyVFNyU5QSU4NCVFNSU4NyU4NiVFNSVBNCU4NyVFNyVBRCU5NiVFNyU5NSVBNSVFMyU4MCU4MiUyMiU3RCU1RCU3RCU1RA==\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Today, I'm going to break down Snapchat's appraisal logic and share a set of seasoned preparation strategies for you in the context of its latest OA and Onsite experience.<\/span><\/span><\/div><div data-slate-node=\"element\">\u00a0<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ccdd0 e-flex e-con-boxed e-con e-parent\" data-id=\"1ccdd0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-15e241e e-con-full e-flex e-con e-child\" data-id=\"15e241e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;],&quot;sticky_offset&quot;:25,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t<div class=\"elementor-element elementor-element-ff013c7 e-con-full e-flex e-con e-child\" data-id=\"ff013c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c79dd7a elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"2c79dd7a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;],&quot;exclude_headings_by_selector&quot;:[],&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;marker_view&quot;:&quot;bullets&quot;,&quot;icon&quot;:{&quot;value&quot;:&quot;fas 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class=\"elementor-toc__header\">\n\t\t\t<div class=\"elementor-toc__header-title\">\n\t\t\t\tTable Of Content\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__2c79dd7a\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__2c79dd7a\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t<div id=\"elementor-toc__2c79dd7a\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewbox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-10c80a3a e-con-full e-flex e-con e-child\" data-id=\"10c80a3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46d4ae72 elementor-widget elementor-widget-image\" data-id=\"46d4ae72\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"519\" height=\"519\" src=\"https:\/\/csoasupport.com\/wp-content\/uploads\/2025\/04\/CS\u4ee3\u5199\u5b66\u957f-1.webp\" class=\"attachment-large size-large wp-image-464\" alt=\"CS Ghostwriter\" srcset=\"https:\/\/csoasupport.com\/wp-content\/uploads\/2025\/04\/CS\u4ee3\u5199\u5b66\u957f-1.webp 519w, https:\/\/csoasupport.com\/wp-content\/uploads\/2025\/04\/CS\u4ee3\u5199\u5b66\u957f-1-300x300.webp 300w, https:\/\/csoasupport.com\/wp-content\/uploads\/2025\/04\/CS\u4ee3\u5199\u5b66\u957f-1-150x150.webp 150w\" sizes=\"(max-width: 519px) 100vw, 519px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ddade43 elementor-widget elementor-widget-heading\" data-id=\"6ddade43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/en\/interview-proxy\/\">North American Professional Interview Assistance Services<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-499621c1 e-con-full e-flex e-con e-child\" data-id=\"499621c1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-70b7a35d e-con-full e-flex e-con e-child\" data-id=\"70b7a35d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75bb8518 elementor-widget elementor-widget-text-editor\" data-id=\"75bb8518\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"w-full mt-[1.4em] mb-[1px]\"><h2 class=\"font-[600] py-[3px] text-[1.5em]\" data-slate-node=\"element\" data-anchor=\"%E7%AC%AC%E4%B8%80%E5%85%B3%EF%BC%9A%E5%9C%A8%E7%BA%BF%E6%B5%8B%E8%AF%84%EF%BC%88oa%EF%BC%89%E2%80%94%E2%80%94%E5%9F%BA%E7%A1%80%E8%83%BD%E5%8A%9B%E7%9A%84%E7%B3%BB%E7%BB%9F%E6%A3%80%E6%9F%A5\" data-slug=\"%E7%AC%AC%E4%B8%80%E5%85%B3%EF%BC%9A%E5%9C%A8%E7%BA%BF%E6%B5%8B%E8%AF%84%EF%BC%88oa%EF%BC%89%E2%80%94%E2%80%94%E5%9F%BA%E7%A1%80%E8%83%BD%E5%8A%9B%E7%9A%84%E7%B3%BB%E7%BB%9F%E6%A3%80%E6%9F%A54\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">OA Online Assessment Session<\/span><\/span><\/h2><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Snapchat's OA is usually conducted on the HackerRank or Karat platforms, is about 90 minutes long, and consists of 2 to 3 questions. The overall difficulty is on the lower end of the LeetCode Medium, but the question types and test points are very representative.<\/span><\/span><\/div><\/div><div class=\"w-full mt-[1em] mb-[1px]\"><h3 class=\"font-[600] py-[3px] text-[1.25em]\" data-slate-node=\"element\" data-anchor=\"1%E9%A2%98%E5%9E%8B%E9%A3%8E%E6%A0%BC%EF%BC%9A%E4%B8%9A%E5%8A%A1%E6%8A%BD%E8%B1%A1%E4%B8%8E%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84\" data-slug=\"1%E9%A2%98%E5%9E%8B%E9%A3%8E%E6%A0%BC%EF%BC%9A%E4%B8%9A%E5%8A%A1%E6%8A%BD%E8%B1%A1%E4%B8%8E%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%846\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">1. Operational abstraction and data structures<\/span><\/span><\/h3><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Snapchat's OA topics often have a clear business context, such as \"Message propagation in social networks\", \"User activity log compression\", or \"Longest balanced substring \". These questions may seem like algorithmic questions, but they are actually examining your ability to abstract basic data structures and business logic.<\/span><\/span><\/div><\/div><div class=\"w-full pt-[8px] pb-[18px]\"><div class=\"pt-[8px] mb-[18px] relative group\/table w-fit max-w-full\"><div class=\"overflow-x-auto max-w-full\"><table class=\"m-0 min-w-max table-auto border-separate border-spacing-0\"><tbody data-slate-node=\"element\"><tr class=\"text-start\" data-slate-node=\"element\"><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Typical Exam Questions<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Examination of the core<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Reflections of a seasoned veteran<\/span><\/span><\/div><\/td><\/tr><tr class=\"text-start\" data-slate-node=\"element\"><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Linked List split<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Pointer manipulation, boundary condition handling<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Examine whether the code is \"clean and stable\", and whether it can operate on the original chain table to avoid low-level bugs.<\/span><\/span><\/div><\/td><\/tr><tr class=\"text-start\" data-slate-node=\"element\"><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Finding a Common Manager<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">LCA (Least Common Ancestor) for N-ary Tree<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Examines tree structure traversal, recursive state return, and abstraction of the \"superior\/subordinate\" relationship.<\/span><\/span><\/div><\/td><\/tr><tr class=\"text-start\" data-slate-node=\"element\"><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Time of dissemination of information<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">BFS (breadth-first search) of graphs<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Examines graph traversal, time-stepping logic, and judgment of network connectivity (unreachable users).<\/span><\/span><\/div><\/td><\/tr><tr class=\"text-start\" data-slate-node=\"element\"><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Log Compression<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Hash Map<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Examine the ability to process the data stream and how efficiently each user can record the<\/span><\/span><span data-slate-node=\"text\"><span class=\"rounded-[4px] px-[0.4em] py-[0.2em] bg-[var(--Button-secondary-gray)] text-[85%]\" data-slate-leaf=\"true\">first<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">respond in singing<\/span><\/span><span data-slate-node=\"text\"><span class=\"rounded-[4px] px-[0.4em] py-[0.2em] bg-[var(--Button-secondary-gray)] text-[85%]\" data-slate-leaf=\"true\">last<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Appearance time.<\/span><\/span><\/div><\/td><\/tr><\/tbody><\/table><\/div><div class=\"flex items-center justify-center cursor-pointer rounded-md bg-[var(--Button-primary-white)] shadow-[0px_0.5px_3px_0px_var(--shadow-S)] hover:opacity-80 active:opacity-70 size-8 select-none print:hidden group-hover\/table:opacity-100 opacity-0 transition-opacity duration-100 absolute bottom-[-6px] right-[-5px]\">\u00a0<\/div><\/div><\/div><div class=\"w-full mt-[1em] mb-[1px]\"><h3 class=\"font-[600] py-[3px] text-[1.25em]\" data-slate-node=\"element\" data-anchor=\"2%E8%BF%9B%E9%98%B6%E8%80%83%E7%82%B9%EF%BC%9A%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E7%9A%84%E8%AE%BE%E8%AE%A1%E4%B8%8E%E9%99%90%E5%88%B6\" data-slug=\"2%E8%BF%9B%E9%98%B6%E8%80%83%E7%82%B9%EF%BC%9A%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E7%9A%84%E8%AE%BE%E8%AE%A1%E4%B8%8E%E9%99%90%E5%88%B69\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">2. Design and constraints of data structures<\/span><\/span><\/h3><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">In Snapchat's OA, there are often design problems with classic data structures, such as<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Bloom Filter<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Instead of just asking you how Bloom Filter works, the interviewer will ask you to implement its<\/span><\/span><span data-slate-node=\"text\"><span class=\"rounded-[4px] px-[0.4em] py-[0.2em] bg-[var(--Button-secondary-gray)] text-[85%]\" data-slate-leaf=\"true\">add<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">,<\/span><\/span><span data-slate-node=\"text\"><span class=\"rounded-[4px] px-[0.4em] py-[0.2em] bg-[var(--Button-secondary-gray)] text-[85%]\" data-slate-leaf=\"true\">mightContain<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">so much so that<\/span><\/span><span data-slate-node=\"text\"><span class=\"rounded-[4px] px-[0.4em] py-[0.2em] bg-[var(--Button-secondary-gray)] text-[85%]\" data-slate-leaf=\"true\">remove<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">respond in singing<\/span><\/span><span data-slate-node=\"text\"><span class=\"rounded-[4px] px-[0.4em] py-[0.2em] bg-[var(--Button-secondary-gray)] text-[85%]\" data-slate-leaf=\"true\">resize<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Function. This is examined behind the scenes:<\/span><\/span><\/div><\/div><div class=\"py-[3px] ps-[2px] relative w-full\"><div class=\"absolute top-[3px] bottom-[3px] left-0 w-[3px] bg-[var(--icon-disable)] rounded-sm\">\u00a0<\/div><div class=\"text-[var(--text-tertiary)] ps-[14px] py-[4px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Do you understand the inherent limitations of data structures?<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">For example, when asked<\/span><\/span><span data-slate-node=\"text\"><span class=\"rounded-[4px] px-[0.4em] py-[0.2em] bg-[var(--Button-secondary-gray)] text-[85%]\" data-slate-leaf=\"true\">remove<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">feature, you must make it clear that the native Bloom Filter does not support the remove operation because removing an element affects the false positive rate of other elements. The correct answer is to introduce<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Counting Bloom Filter<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">, or by rebuilding. This deep understanding of data structure constraints and tradeoffs is the kind of engineering literacy that Snapchat values highly.<\/span><\/span><\/div><\/div><div class=\"w-full mt-[1em] mb-[1px]\"><h3 class=\"font-[600] py-[3px] text-[1.25em]\" data-slate-node=\"element\" data-anchor=\"3%E6%80%9D%E7%BB%B4%E9%A2%98%EF%BC%9A%E8%A1%A8%E8%BE%BE%E5%BC%8F%E6%9C%80%E5%A4%A7%E5%80%BC%E4%B8%8E%E7%BB%B4%E6%8A%A4%E7%8A%B6%E6%80%81\" data-slug=\"3%E6%80%9D%E7%BB%B4%E9%A2%98%EF%BC%9A%E8%A1%A8%E8%BE%BE%E5%BC%8F%E6%9C%80%E5%A4%A7%E5%80%BC%E4%B8%8E%E7%BB%B4%E6%8A%A4%E7%8A%B6%E6%80%8114\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">3. Expression maxima and maintenance status<\/span><\/span><\/h3><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Another type of high-frequency question is the expression-maximum problem that favors data thinking: given an array, find the maximum value that can be obtained by adding, multiplying, and bracketing.<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The difficulty with this question is:<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Maximums do not necessarily come from local maxima<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">. For example, multiplying two negative numbers may give you a very large positive number. Therefore, you need to realize:<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"flex flex-row ps-[2px]\" data-slate-node=\"element\"><span class=\"select-none flex flex-row justify-center items-center h-[30px] w-[24px] me-[2px] whitespace-nowrap flex-shrink-0 li-decorator\" contenteditable=\"false\"><span class=\"font-sans font-normal text-[24px]\">-<\/span><\/span><span class=\"flex-1 py-[3px] font-normal text-[16px] text-[var(--text-primary)]\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">It's a<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Interval dynamic programming (DP)<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">maybe<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">recursive search<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Question.<\/span><\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"flex flex-row ps-[2px]\" data-slate-node=\"element\"><span class=\"select-none flex flex-row justify-center items-center h-[30px] w-[24px] me-[2px] whitespace-nowrap flex-shrink-0 li-decorator\" contenteditable=\"false\"><span class=\"font-sans font-normal text-[24px]\">-<\/span><\/span><span class=\"flex-1 py-[3px] font-normal text-[16px] text-[var(--text-primary)]\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">You need to maintain both **Maximum (Max)<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">respond in singing<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Minimum (Min)** two states, since the minimum value may become the new maximum value when multiplied by a negative number.<\/span><\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">This kind of topic tests not your familiarity with the DP template, but your<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">The ability to quickly recognize the mathematical nature of a problem and state dependencies in unfamiliar scenarios<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The<\/span><\/span><\/div><\/div><div class=\"w-full mt-[1.4em] mb-[1px]\"><h2 class=\"font-[600] py-[3px] text-[1.5em]\" data-slate-node=\"element\" data-anchor=\"%E7%AC%AC%E4%BA%8C%E5%85%B3%EF%BC%9A%E8%99%9A%E6%8B%9F%E7%8E%B0%E5%9C%BA%E9%9D%A2%E8%AF%95%EF%BC%88vo%EF%BC%89%E2%80%94%E2%80%94%E9%80%9F%E5%BA%A6%E3%80%81%E6%B7%B1%E5%BA%A6%E4%B8%8E%E4%BA%A7%E5%93%81%E6%80%9D%E7%BB%B4\" data-slug=\"%E7%AC%AC%E4%BA%8C%E5%85%B3%EF%BC%9A%E8%99%9A%E6%8B%9F%E7%8E%B0%E5%9C%BA%E9%9D%A2%E8%AF%95%EF%BC%88vo%EF%BC%89%E2%80%94%E2%80%94%E9%80%9F%E5%BA%A6%E3%80%81%E6%B7%B1%E5%BA%A6%E4%B8%8E%E4%BA%A7%E5%93%81%E6%80%9D%E7%BB%B420\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">VO interview<\/span><\/span><\/h2><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">After passing OA, Snapchat's Onsite (or Virtual Onsite) process is typically 3-4 rounds of back-to-back interviews that are fast-paced and information-dense.<\/span><\/span><\/div><\/div><div class=\"w-full mt-[1em] mb-[1px]\"><h3 class=\"font-[600] py-[3px] text-[1.25em]\" data-slate-node=\"element\" data-anchor=\"1%E7%BC%96%E7%A0%81%E8%BD%AE%EF%BC%9A%E6%BB%91%E5%8A%A8%E7%AA%97%E5%8F%A3%E4%B8%8Elrucache\" data-slug=\"1%E7%BC%96%E7%A0%81%E8%BD%AE%EF%BC%9A%E6%BB%91%E5%8A%A8%E7%AA%97%E5%8F%A3%E4%B8%8Elrucache22\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">1. Coding round<\/span><\/span><\/h3><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The difficulty of Snapchat's coding rounds will increase to LeetCode Medium to Hard, with high-frequency questions including:<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"flex flex-row ps-[2px]\" data-slate-node=\"element\"><span class=\"select-none flex flex-row justify-center items-center h-[30px] w-[24px] me-[2px] whitespace-nowrap flex-shrink-0 li-decorator\" contenteditable=\"false\"><span class=\"font-sans font-normal text-[24px]\">-<\/span><\/span><span class=\"flex-1 py-[3px] font-normal text-[16px] text-[var(--text-primary)]\"><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Sliding Window<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">For example, Sliding Window Maximum requires the time complexity of $O(n)$ to be realized using a double-ended queue.<\/span><\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"flex flex-row ps-[2px]\" data-slate-node=\"element\"><span class=\"select-none flex flex-row justify-center items-center h-[30px] w-[24px] me-[2px] whitespace-nowrap flex-shrink-0 li-decorator\" contenteditable=\"false\"><span class=\"font-sans font-normal text-[24px]\">-<\/span><\/span><span class=\"flex-1 py-[3px] font-normal text-[16px] text-[var(--text-primary)]\"><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Cache Design<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">For example.<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">LRU Cache<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">(least recent use of caching), requires you to not only write the code, but also be able to explain the data structures behind it (hash tables + bidirectional linked lists) and why it can reach a complexity of $O(1)$.<\/span><\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">In these questions, the interviewer will pay close attention to your<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Time Complexity Analysis<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">respond in singing<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Code Robustness<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">. Don't settle for a solution that runs, initiate optimizations and clearly explain your optimization ideas.<\/span><\/span><\/div><\/div><div class=\"w-full mt-[1em] mb-[1px]\"><h3 class=\"font-[600] py-[3px] text-[1.25em]\" data-slate-node=\"element\" data-anchor=\"2%E2%80%9Clite%E2%80%9D%E7%B3%BB%E7%BB%9F%E8%AE%BE%E8%AE%A1%EF%BC%9A%E4%BB%8E%E4%BA%A7%E5%93%81%E9%9C%80%E6%B1%82%E5%88%B0%E6%8A%80%E6%9C%AF%E5%AE%9E%E7%8E%B0\" data-slug=\"2%E2%80%9Clite%E2%80%9D%E7%B3%BB%E7%BB%9F%E8%AE%BE%E8%AE%A1%EF%BC%9A%E4%BB%8E%E4%BA%A7%E5%93%81%E9%9C%80%E6%B1%82%E5%88%B0%E6%8A%80%E6%9C%AF%E5%AE%9E%E7%8E%B027\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">2. \"Lite\" system design<\/span><\/span><\/h3><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Snapchat, as a company driven by product innovation, tends to center its system design wheels around its core product functions, such as<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Designing the Story feature<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">maybe<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Chat system<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The essence of this round of interviews:<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Translate vague product requirements into clear technical blueprints.<\/span><\/span><\/div><\/div><div class=\"w-full pt-[8px] pb-[18px]\"><div class=\"pt-[8px] mb-[18px] relative group\/table w-fit max-w-full\"><div class=\"overflow-x-auto max-w-full\"><table class=\"m-0 min-w-max table-auto border-separate border-spacing-0\"><tbody data-slate-node=\"element\"><tr class=\"text-start\" data-slate-node=\"element\"><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">product demand<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The technical challenge<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Core Design Points<\/span><\/span><\/div><\/td><\/tr><tr class=\"text-start\" data-slate-node=\"element\"><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Automatically expires after 24 hours<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Data expiration mechanism<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Use TTL (Time-To-Live) or background timed task cleanup, database selection (e.g. Cassandra or Redis).<\/span><\/span><\/div><\/td><\/tr><tr class=\"text-start\" data-slate-node=\"element\"><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">View Friends' Active Stories<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Social Graph Traversal with High Concurrency Reads<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Fan-out on Write\/Read model, Feed stream generation and push.<\/span><\/span><\/div><\/td><\/tr><tr class=\"text-start\" data-slate-node=\"element\"><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Support high concurrency and fast response<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Caching and Load Balancing<\/span><\/span><\/div><\/td><td class=\"text-start border-[var(--border-main)] border-e border-b first:border-s [tr:first-child_&amp;]:border-t [tr:first-child_&amp;]:first:rounded-tl-lg [tr:first-child_&amp;]:last:rounded-tr-lg [tr:last-child_&amp;]:first:rounded-bl-lg [tr:last-child_&amp;]:last:rounded-br-lg py-2 ps-[14px] pe-[14px] [tr:first-child_&amp;]:bg-[var(--fill-tsp-white-light)] [tr:first-child_&amp;]:py-[7px] [tr:first-child_&amp;]:ps-[9px] [tr:first-child_&amp;]:pe-[9px] [tr:first-child_&amp;]:align-top [&amp;:first-child&gt;div]:min-w-[4em] [&amp;&gt;div]:max-w-[390px] [&amp;&gt;div]:text-sm [&amp;&gt;div]:text-[var(--text-primary)] [&amp;&gt;div]:whitespace-pre-wrap [&amp;&gt;div]:break-words [tr:first-child_&amp;&gt;div]:font-medium\" data-slate-node=\"element\"><div><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">CDN distribution, multi-level caching (Redis\/Memcached), API gateway design.<\/span><\/span><\/div><\/td><\/tr><\/tbody><\/table><\/div><div class=\"flex items-center justify-center cursor-pointer rounded-md bg-[var(--Button-primary-white)] shadow-[0px_0.5px_3px_0px_var(--shadow-S)] hover:opacity-80 active:opacity-70 size-8 select-none print:hidden group-hover\/table:opacity-100 opacity-0 transition-opacity duration-100 absolute bottom-[-6px] right-[-5px]\">\u00a0<\/div><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The interviewer will follow up with questions about API design, database selection, and the<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">highly concurrent<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">lower<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">scalability<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">respond in singing<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">consistency<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Question. Your answer must reflect a deep understanding of a large-scale social app scenario like Snapchat.<\/span><\/span><\/div><\/div><div class=\"w-full mt-[1em] mb-[1px]\"><h3 class=\"font-[600] py-[3px] text-[1.25em]\" data-slate-node=\"element\" data-anchor=\"3%E8%A1%8C%E4%B8%BA%E9%9D%A2%E8%AF%95%EF%BC%9A%E5%BF%AB%E8%8A%82%E5%A5%8F%E4%B8%8B%E7%9A%84%E5%86%B3%E7%AD%96%E4%B8%8E%E5%8D%8F%E4%BD%9C\" data-slug=\"3%E8%A1%8C%E4%B8%BA%E9%9D%A2%E8%AF%95%EF%BC%9A%E5%BF%AB%E8%8A%82%E5%A5%8F%E4%B8%8B%E7%9A%84%E5%86%B3%E7%AD%96%E4%B8%8E%E5%8D%8F%E4%BD%9C32\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">3. Behavioral interviewing: decision-making and collaboration in a fast-paced environment<\/span><\/span><\/h3><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Snapchat's culture is<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Fast-paced and efficient<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">. The Behavioral Interview (BI) will focus on your decision-making skills and teamwork style under pressure.<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"flex flex-row ps-[2px]\" data-slate-node=\"element\"><span class=\"select-none flex flex-row justify-center items-center h-[30px] w-[24px] me-[2px] whitespace-nowrap flex-shrink-0 li-decorator\" contenteditable=\"false\"><span class=\"font-sans font-normal text-[24px]\">-<\/span><\/span><span class=\"flex-1 py-[3px] font-normal text-[16px] text-[var(--text-primary)]\"><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">high frequency problem<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">:: \"Tell me about an experience in a fast-paced project,\" \"How to make decisions when you don't have enough information,\" \"Share how you responded to and gained from a time when you received negative feedback.\"<\/span><\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"flex flex-row ps-[2px]\" data-slate-node=\"element\"><span class=\"select-none flex flex-row justify-center items-center h-[30px] w-[24px] me-[2px] whitespace-nowrap flex-shrink-0 li-decorator\" contenteditable=\"false\"><span class=\"font-sans font-normal text-[24px]\">-<\/span><\/span><span class=\"flex-1 py-[3px] font-normal text-[16px] text-[var(--text-primary)]\"><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">preparation strategy<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">: Prepare 2-3 core stories using the STAR rule (Situation, Task, Action, Result). Your stories should reflect<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Bias for Action<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">(Action preferences),<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Rapid learning capability<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">respond in singing<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Honest communication style<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The<\/span><\/span><\/span><\/div><\/div><div class=\"w-full mt-[1.4em] mb-[1px]\"><h2 class=\"font-[600] py-[3px] text-[1.5em]\" data-slate-node=\"element\" data-anchor=\"%E8%80%81%E6%89%8B%E7%BB%8F%E9%AA%8C%E8%B0%88%EF%BC%9A%E4%BD%A0%E7%9A%84%E5%88%B6%E8%83%9C%E7%AD%96%E7%95%A5\" data-slug=\"%E8%80%81%E6%89%8B%E7%BB%8F%E9%AA%8C%E8%B0%88%EF%BC%9A%E4%BD%A0%E7%9A%84%E5%88%B6%E8%83%9C%E7%AD%96%E7%95%A536\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">winning strategy<\/span><\/span><\/h2><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">In the face of Snapchat's \"algorithm + engineering + product\" trinity, your preparation strategy must be multidimensional.<\/span><\/span><\/div><\/div><div class=\"w-full mt-[1em] mb-[1px]\"><h3 class=\"font-[600] py-[3px] text-[1.25em]\" data-slate-node=\"element\" data-anchor=\"1%E5%9F%BA%E7%A1%80%E4%B8%BA%E7%8E%8B%EF%BC%9A%E5%9B%9E%E5%BD%92%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E6%9C%AC%E8%B4%A8\" data-slug=\"1%E5%9F%BA%E7%A1%80%E4%B8%BA%E7%8E%8B%EF%BC%9A%E5%9B%9E%E5%BD%92%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E6%9C%AC%E8%B4%A838\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">1. Foundation is King: Back to the Essence of Data Structures<\/span><\/span><\/h3><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Don't get caught up in brushing up on the number of questions, but understand each data structure in-depth<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">How it works, time complexity, space complexity, and applicable scenarios<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">. When you can articulate how LRU Cache's $O(1)$ is implemented in concert with a hash table and a bidirectional linked table as clearly as you can explain Bloom Filter, you'll have mastered the essence of the Snapchat interview.<\/span><\/span><\/div><\/div><div class=\"w-full mt-[1em] mb-[1px]\"><h3 class=\"font-[600] py-[3px] text-[1.25em]\" data-slate-node=\"element\" data-anchor=\"2%E5%9C%BA%E6%99%AF%E5%8C%96%E7%BB%83%E4%B9%A0%EF%BC%9A%E5%B0%86%E7%AE%97%E6%B3%95%E4%B8%8E%E4%B8%9A%E5%8A%A1%E7%BB%93%E5%90%88\" data-slug=\"2%E5%9C%BA%E6%99%AF%E5%8C%96%E7%BB%83%E4%B9%A0%EF%BC%9A%E5%B0%86%E7%AE%97%E6%B3%95%E4%B8%8E%E4%B8%9A%E5%8A%A1%E7%BB%93%E5%90%8840\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">2. Scenario-based exercises: combining algorithms with business<\/span><\/span><\/h3><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">When practicing algorithmic problems, add a step for yourself:<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">\"If this question is a Snapchat feature, what is its business context? How can my code better accommodate future extensions?\"<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">For example, when practicing graph traversal, think about how to apply it to \"friend recommendation\" or \"message propagation\" scenarios. This kind of training will help you quickly combine algorithms with business abstractions in interviews and show your potential as a product engineer.<\/span><\/span><\/div><\/div><div class=\"w-full mt-[1em] mb-[1px]\"><h3 class=\"font-[600] py-[3px] text-[1.25em]\" data-slate-node=\"element\" data-anchor=\"3%E6%B2%9F%E9%80%9A%E8%87%B3%E4%B8%8A%EF%BC%9A%E5%B1%95%E7%8E%B0%E4%BD%A0%E7%9A%84%E5%B7%A5%E7%A8%8B%E5%93%81%E5%91%B3\" data-slug=\"3%E6%B2%9F%E9%80%9A%E8%87%B3%E4%B8%8A%EF%BC%9A%E5%B1%95%E7%8E%B0%E4%BD%A0%E7%9A%84%E5%B7%A5%E7%A8%8B%E5%93%81%E5%91%B343\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">3. Communicate above all: show your engineering taste<\/span><\/span><\/h3><\/div><div class=\"w-full my-[1px]\"><div class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">Be sure during the coding process:<\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"flex flex-row ps-[2px]\" data-slate-node=\"element\"><span class=\"select-none flex flex-row justify-center items-center h-[30px] w-[24px] me-[2px] whitespace-nowrap flex-shrink-0 li-decorator\" contenteditable=\"false\"><span class=\"font-sans font-normal text-[24px]\">-<\/span><\/span><span class=\"flex-1 py-[3px] font-normal text-[16px] text-[var(--text-primary)]\"><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Clarify needs first<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">: Don't rush to write code, take time to confirm inputs, outputs, boundary conditions with the interviewer.<\/span><\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"flex flex-row ps-[2px]\" data-slate-node=\"element\"><span class=\"select-none flex flex-row justify-center items-center h-[30px] w-[24px] me-[2px] whitespace-nowrap flex-shrink-0 li-decorator\" contenteditable=\"false\"><span class=\"font-sans font-normal text-[24px]\">-<\/span><\/span><span class=\"flex-1 py-[3px] font-normal text-[16px] text-[var(--text-primary)]\"><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">write and talk at the same time<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">: Explain your thinking rather than writing through it silently.<\/span><\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\"><div class=\"flex flex-row ps-[2px]\" data-slate-node=\"element\"><span class=\"select-none flex flex-row justify-center items-center h-[30px] w-[24px] me-[2px] whitespace-nowrap flex-shrink-0 li-decorator\" contenteditable=\"false\"><span class=\"font-sans font-normal text-[24px]\">-<\/span><\/span><span class=\"flex-1 py-[3px] font-normal text-[16px] text-[var(--text-primary)]\"><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">Clean code<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">: Use meaningful variable names to keep function responsibilities singular. In Snapchat.<\/span><\/span><span data-slate-node=\"text\"><span class=\"font-[600]\" data-slate-leaf=\"true\">The robustness and readability of your code is your engineering calling card!<\/span><\/span><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">The<\/span><\/span><\/span><\/div><\/div><div class=\"w-full my-[1px]\" 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class=\"py-[3px]\" data-slate-node=\"element\"><span data-slate-node=\"text\"><span class=\"\" data-slate-leaf=\"true\">An interview at Snapchat is a challenge and an opportunity. It requires you to be not only a good programmer, but an engineer who can build stable and efficient systems for hundreds of millions of users. When you truly have that ability and mindset, you will easily cross that threshold and join this dynamic tech giant.<\/span><\/span><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Snapchat Interview Process Revealed, Easy Pass O [...]<\/p>","protected":false},"author":1,"featured_media":5130,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Snapchat \u9762\u7ecf | OA\u6d4b\u8bc4\u771f\u9898 | VO\u9762\u8bd5\u5168\u653b\u7565 | \u9762\u8bd5\u8f85\u52a9 - csoasupport","_seopress_titles_desc":"\u5feb\u901f\u4e86\u89e3\u6700\u65b0\u7684 Snapchat 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