{
  "name": "Company Interview Process Database",
  "description": "How companies run their software engineer interview process: stages, final round, online assessment, behavioral framework, typical timeline and AI policy. A null field means it is not stated.",
  "license": "CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)",
  "source": "InterviewLegend (interviewlegend.com/interview-processes)",
  "attribution": "Free to use under CC BY 4.0 with a link to https://interviewlegend.com/interview-processes",
  "url": "https://interviewlegend.com/interview-processes",
  "updated": "2026-11-03",
  "columns": [
    "company",
    "slug",
    "stages",
    "final_round",
    "online_assessment",
    "behavioral_framework",
    "typical_timeline",
    "ai_policy",
    "guide_url"
  ],
  "companies": [
    {
      "company": "Adobe",
      "slug": "adobe",
      "stages": [
        "Talent Partner screen",
        "Hiring-manager screen",
        "Online assessment (HackerRank)",
        "Virtual onsite (4-5 rounds)",
        "Debrief",
        "Offer"
      ],
      "final_round": "Virtual onsite: 2-3 coding, system design, OOD/LLD, behavioral",
      "online_assessment": "HackerRank, ~60-90 min",
      "behavioral_framework": "Four values: Create the Future, Own the Outcome, Raise the Bar, Be Genuine",
      "typical_timeline": "About 3-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/adobe/overview/process-overview"
    },
    {
      "company": "Adyen",
      "slug": "adyen",
      "stages": [
        "Recruiter screen",
        "Online assessment (HackerRank)",
        "Live coding",
        "System design",
        "Leadership round",
        "Global leadership round"
      ],
      "final_round": "Leadership round(s): culture gate on the Adyen Formula, STAR answers",
      "online_assessment": "HackerRank, timed, ~70 min to 3 hours",
      "behavioral_framework": "The Adyen Formula (cultural principles)",
      "typical_timeline": "About 4-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/adyen/overview/process-overview"
    },
    {
      "company": "Affirm",
      "slug": "affirm",
      "stages": [
        "Recruiter reach-out",
        "Technical phone screens (1-2)",
        "Virtual onsite (4-5 rounds)",
        "Decision"
      ],
      "final_round": "Virtual onsite: 2 coding rounds, system design, hiring manager",
      "online_assessment": "No separate OA on the standard SWE path; live phone screen instead",
      "behavioral_framework": "Four themes: ownership, collaboration, measurable impact, ambiguity",
      "typical_timeline": "About 2 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/affirm/overview/process-overview"
    },
    {
      "company": "Airbnb",
      "slug": "airbnb",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (CoderPad)",
        "Virtual onsite (4-6 rounds)",
        "Leveling committee",
        "Hiring-manager decision and team match",
        "Offer"
      ],
      "final_round": "Virtual onsite: 4-6 rounds incl. live coding, Code Review, system design, values",
      "online_assessment": null,
      "behavioral_framework": "Champion the Mission, Be a Host, Embrace the Adventure, Be a Cereal Entrepreneur",
      "typical_timeline": "About 2-5 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/airbnb/overview/process-overview"
    },
    {
      "company": "Amazon",
      "slug": "amazon",
      "stages": [
        "Application or referral",
        "Online assessment (OA)",
        "Phone screen",
        "The Loop",
        "Debrief and decision"
      ],
      "final_round": "The Loop: 4 interviews of 55 min, sometimes 5 at senior levels",
      "online_assessment": "2 coding problems in ~70 min, plus a Work Styles survey",
      "behavioral_framework": "16 Leadership Principles, scored in every round",
      "typical_timeline": "Usually 4-8 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/amazon/overview/process-overview"
    },
    {
      "company": "American Express",
      "slug": "american-express",
      "stages": [
        "Recruiter or HR connect",
        "Technical round one",
        "Techno-managerial round",
        "Managerial and behavioral",
        "HR and negotiation"
      ],
      "final_round": null,
      "online_assessment": "Campus and off-campus: timed online assessment, ~90 min",
      "behavioral_framework": "Blue Box Values",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/american-express/overview/process-overview"
    },
    {
      "company": "Anduril",
      "slug": "anduril",
      "stages": [
        "Recruiter phone call",
        "Technical phone screen",
        "Onsite: coding (two rounds)",
        "Onsite: system design or object modeling",
        "Onsite: behavioral and mission fit",
        "Decision and offer"
      ],
      "final_round": "Virtual onsite, ~4 rounds: 2 coding, design or object modeling, behavioral",
      "online_assessment": "No take-home; every round is live coding",
      "behavioral_framework": "Mission fit, checked twice; no published values list",
      "typical_timeline": "Often about 3-4 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/anduril/overview/process-overview"
    },
    {
      "company": "Anthropic",
      "slug": "anthropic",
      "stages": [
        "Recruiter screen",
        "Technical screen (CodeSignal)",
        "Hiring-manager screen",
        "Virtual onsite",
        "References and team matching",
        "Offer"
      ],
      "final_round": "Virtual onsite: ~4-5 rounds, incl. ~2 live coding rounds",
      "online_assessment": "CodeSignal, one problem in four levels, ~90 min",
      "behavioral_framework": "Values round on seven published values, mainly Hold light and shade",
      "typical_timeline": "Usually 3-4 weeks; team matching can stretch it",
      "ai_policy": "No AI assistance unless an interviewer says otherwise",
      "guide_url": "https://interviewlegend.com/guides/companies/anthropic/overview/process-overview"
    },
    {
      "company": "Apple",
      "slug": "apple",
      "stages": [
        "Recruiter screen",
        "Hiring-manager screen",
        "Technical phone screen",
        "Onsite loop (often 5-6 rounds)",
        "Debrief and decision (hiring manager decides)"
      ],
      "final_round": "Onsite loop: usually 5-6 rounds of coding, design and team fit",
      "online_assessment": null,
      "behavioral_framework": "No published values framework; probes product passion, craft, collaboration",
      "typical_timeline": "About 4-8 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/apple/overview/process-overview"
    },
    {
      "company": "Applied Intuition",
      "slug": "applied-intuition",
      "stages": [
        "Recruiter or hiring-manager screen",
        "Coding screen (AI-free)",
        "Super day: coding",
        "Super day: system and low-level design",
        "Super day: behavioral and hiring manager"
      ],
      "final_round": "Super day: ~4-6 back-to-back rounds of coding, design, behavioral",
      "online_assessment": "Online assessment in some pipelines, not universal",
      "behavioral_framework": "Ownership, learning, cross-team communication, trade-offs (STAR)",
      "typical_timeline": "Commonly 2-4 weeks",
      "ai_policy": "AI-free coding screen; newer onsite has an AI-allowed prototyping sprint",
      "guide_url": "https://interviewlegend.com/guides/companies/applied-intuition/overview/process-overview"
    },
    {
      "company": "Atlassian",
      "slug": "atlassian",
      "stages": [
        "Recruiter screen",
        "Technical phone screen",
        "Virtual onsite",
        "Hiring committee",
        "Offer"
      ],
      "final_round": "Virtual onsite, 4-5 rounds: 2 coding, system design, manager, Values Interview",
      "online_assessment": "HackerRank, 2-3 problems in ~90 min (new-grad and campus)",
      "behavioral_framework": "Values Interview on the five Atlassian values",
      "typical_timeline": "4-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/atlassian/overview/process-overview"
    },
    {
      "company": "Barclays",
      "slug": "barclays",
      "stages": [
        "Application or recruiter screen",
        "Online assessment",
        "Technical round",
        "System design (senior only) and values round"
      ],
      "final_round": "A behavioural round on the RISES values closes every loop",
      "online_assessment": "~2 hours on SHL, HackerRank, HackerEarth or Codility: coding, SQL, CS MCQ",
      "behavioral_framework": "RISES: Respect, Integrity, Service, Excellence, Stewardship",
      "typical_timeline": "About 3-4 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/barclays/overview/process-overview"
    },
    {
      "company": "BlackRock",
      "slug": "blackrock",
      "stages": [
        "HireVue video pre-screen (US)",
        "Hiring-manager phone screen",
        "Superday onsite"
      ],
      "final_round": "Superday: nominally 3 rounds, easy to easy-medium coding (US)",
      "online_assessment": "HackerRank, typically 2 coding questions in ~60 min",
      "behavioral_framework": "BlackRock's five stated principles",
      "typical_timeline": "Usually 3-4 weeks; in India often a one-day hiring drive",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/blackrock/overview/process-overview"
    },
    {
      "company": "Block",
      "slug": "block",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (CoderPad)",
        "Virtual onsite (the loop)",
        "Hiring decision",
        "Team matching",
        "Offer"
      ],
      "final_round": "The loop: 4-5 rounds, ~4.5 hours: 2 coding, design, behavioral, past project",
      "online_assessment": null,
      "behavioral_framework": "A purpose (economic empowerment), not a numbered values list",
      "typical_timeline": "About 6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/block/overview/process-overview"
    },
    {
      "company": "Bloomberg",
      "slug": "bloomberg",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (HackerRank CodePair)",
        "Superday",
        "Team matching"
      ],
      "final_round": "Superday: coding rounds, system design past entry level, behavioural",
      "online_assessment": null,
      "behavioral_framework": "\"Why Bloomberg?\" is a scored question, not small talk",
      "typical_timeline": "4-7 weeks, plus team matching",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/bloomberg/overview/process-overview"
    },
    {
      "company": "Capital One",
      "slug": "capital-one",
      "stages": [
        "Application (Workday)",
        "Recruiter screen",
        "Online assessment (CodeSignal)",
        "Manager phone screen (optional)",
        "Power Day",
        "Team matching"
      ],
      "final_round": "Power Day: coding, system design, business case, behavioral (4-6 hours)",
      "online_assessment": "CodeSignal, proctored, ~4 tasks in ~70 min",
      "behavioral_framework": "Two values: Excellence and Do the Right Thing",
      "typical_timeline": "3-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/capital-one/overview/process-overview"
    },
    {
      "company": "Chewy",
      "slug": "chewy",
      "stages": [
        "Recruiter screen",
        "Online assessment or coding screen",
        "Final loop",
        "Decision"
      ],
      "final_round": "Final loop: 4 one-hour rounds (coding, system design, debugging, behavioral)",
      "online_assessment": "HackerRank, 2 questions in 50-90 min",
      "behavioral_framework": "Seven Operating Principles, STAR format",
      "typical_timeline": "2-4 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/chewy/overview/process-overview"
    },
    {
      "company": "Cisco",
      "slug": "cisco",
      "stages": [
        "Recruiter screen",
        "Online assessment (often skipped for experienced hires)",
        "Technical phone screen",
        "Onsite loop",
        "Wrap and offer"
      ],
      "final_round": "Onsite: 3-5 interviews, coding, fundamentals, Leadership and Behavioral",
      "online_assessment": "HackerRank, ~70-90 min: 2-3 coding problems plus networking/OS MCQ",
      "behavioral_framework": "STAR tuned to Cisco's Guiding Principles and Purpose",
      "typical_timeline": "4-8 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/cisco/overview/process-overview"
    },
    {
      "company": "Citadel",
      "slug": "citadel",
      "stages": [
        "Recruiter screen",
        "Online assessment",
        "Technical phone screen(s)",
        "Superday (virtual onsite)",
        "Team match and offer"
      ],
      "final_round": "Superday: 3-4 interviews, mostly hard live coding",
      "online_assessment": "HackerRank, 2 problems in ~75 min (CodeSignal on some Securities roles)",
      "behavioral_framework": "No standalone values round; fit read across every stage",
      "typical_timeline": "About 2-4 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/citadel/overview/process-overview"
    },
    {
      "company": "Cloudflare",
      "slug": "cloudflare",
      "stages": [
        "Recruiter screen",
        "Hiring-manager screen",
        "Technical phone screen",
        "Virtual onsite",
        "Team match and leveling",
        "Offer"
      ],
      "final_round": "Virtual onsite: 3-5 rounds incl. coding, system design, Orange Cloud values",
      "online_assessment": "Many pipelines have none; some add a short online assessment",
      "behavioral_framework": "Orange Cloud round: Principled, Curious, Transparent",
      "typical_timeline": "About 3-5 weeks",
      "ai_policy": "Frontend round bans AI; a newer senior round asks how you use coding agents",
      "guide_url": "https://interviewlegend.com/guides/companies/cloudflare/overview/process-overview"
    },
    {
      "company": "Coinbase",
      "slug": "coinbase",
      "stages": [
        "Resume screen",
        "Recruiter screen (~30 min)",
        "Online assessment (CodeSignal, ~90 min)",
        "Technical phone screen (sometimes, ~1 hour)",
        "Virtual onsite (over ~2 days)",
        "Offer (hiring manager decides)"
      ],
      "final_round": "Virtual onsite: 2 pair-programming, 1 system design, 1 values round",
      "online_assessment": "CodeSignal Industry Coding Framework, ~90 min, one problem in four levels",
      "behavioral_framework": "Values round scored on Coinbase's nine cultural tenets",
      "typical_timeline": "About 6-8 weeks",
      "ai_policy": "AI coding tools allowed in the technical rounds",
      "guide_url": "https://interviewlegend.com/guides/companies/coinbase/overview/process-overview"
    },
    {
      "company": "CoreWeave",
      "slug": "coreweave",
      "stages": [
        "Recruiter screen (~30 min)",
        "Practical coding screen (~1 hour)",
        "Hiring-manager round",
        "Possible second technical screen",
        "Final round"
      ],
      "final_round": "Final round: often combined coding and system design (senior)",
      "online_assessment": "Live coding screen for software roles; some firmware/infra loops use an OA",
      "behavioral_framework": "Company values exist, but rounds do not map to a named list",
      "typical_timeline": "About 3-5 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/coreweave/overview/process-overview"
    },
    {
      "company": "CrowdStrike",
      "slug": "crowdstrike",
      "stages": [
        "Recruiter screen",
        "Online assessment (HackerRank, ~2 hours; interns and new grads)",
        "Coding rounds (1-2)",
        "System design",
        "Hiring-manager and project deep-dive"
      ],
      "final_round": null,
      "online_assessment": "HackerRank, ~2 hours (interns and new grads only)",
      "behavioral_framework": "No standalone values loop; folded into the hiring-manager round",
      "typical_timeline": "Not fixed, with multi-week gaps between rounds",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/crowdstrike/overview/process-overview"
    },
    {
      "company": "D. E. Shaw",
      "slug": "de-shaw",
      "stages": [
        "Application",
        "Online assessment (HackerRank)",
        "CodePair live round",
        "Onsite technical rounds (3-5)",
        "Techno-managerial round",
        "HR round"
      ],
      "final_round": "Onsite: 3-5 technical rounds, often in one day in India",
      "online_assessment": "HackerRank, multi-section, each part timed separately",
      "behavioral_framework": null,
      "typical_timeline": "Can take several weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/de-shaw/overview/process-overview"
    },
    {
      "company": "Databricks",
      "slug": "databricks",
      "stages": [
        "Recruiter screen (~30 min)",
        "Technical phone screen (CoderPad, ~1 hour)",
        "Hiring-manager call (~1 hour)",
        "Virtual onsite (5 rounds)",
        "References and hiring committee decision"
      ],
      "final_round": "Virtual onsite: 2 coding, 1 concurrency, 1 system design, 1 behavioral",
      "online_assessment": "No OA for new grads; a phone screen is the first gate",
      "behavioral_framework": "Six culture principles (Cross-Functional / Behavioral round)",
      "typical_timeline": "About 3-8 weeks, most land at 3-6",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/databricks/overview/process-overview"
    },
    {
      "company": "Datadog",
      "slug": "datadog",
      "stages": [
        "Recruiter screen (~30 min)",
        "Technical phone screen (CoderPad, ~1 hour)",
        "Virtual onsite (4-5 rounds)",
        "Decision and team match"
      ],
      "final_round": "Virtual onsite: 2 coding, 1 system design, 1 values, sometimes a deep-dive",
      "online_assessment": "Online assessment for interns and new grads",
      "behavioral_framework": "Amazon-style questions; no published list of principles",
      "typical_timeline": "About 3-6 weeks",
      "ai_policy": "Written AI guidelines; misusing or hiding AI tools can disqualify",
      "guide_url": "https://interviewlegend.com/guides/companies/datadog/overview/process-overview"
    },
    {
      "company": "Discord",
      "slug": "discord",
      "stages": [
        "Recruiter screen (~30 min)",
        "Technical phone screen (Skills Test, 45-60 min)",
        "Onsite: coding, on your own machine",
        "Onsite: system design (mid-level and above)",
        "Onsite: Values Interview",
        "Onsite: Attitude Interview",
        "Debrief and committee"
      ],
      "final_round": "Virtual onsite: 4-5 rounds of ~45 min",
      "online_assessment": "Skills test on CoderPad or HackerRank, or live; some teams use a take-home",
      "behavioral_framework": "Two named rounds: Values and Attitude",
      "typical_timeline": "About 3-5 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/discord/overview/process-overview"
    },
    {
      "company": "DoorDash",
      "slug": "doordash",
      "stages": [
        "Recruiter screen (~30 min)",
        "Online assessment (HackerRank; new grads)",
        "Technical phone screen (usually HackerRank CodePair)",
        "Virtual onsite (3-4 sessions)",
        "Roundtable debrief",
        "Offer"
      ],
      "final_round": "Virtual onsite: Code Craft, often Debugging, plus coding and design",
      "online_assessment": "HackerRank, ~90 min (new grads; experienced hires usually skip)",
      "behavioral_framework": "Twelve operating principles under four values",
      "typical_timeline": "About 3-6 weeks",
      "ai_policy": "AI-assisted session (where rolled out); AI banned in other rounds",
      "guide_url": "https://interviewlegend.com/guides/companies/doordash/overview/process-overview"
    },
    {
      "company": "Dropbox",
      "slug": "dropbox",
      "stages": [
        "Recruiter screen (~30 min)",
        "Online assessment (CodeSignal, ~1 hour)",
        "Technical phone screen (not universal)",
        "Virtual onsite (~5 rounds in two stages)",
        "Hiring committee and offer"
      ],
      "final_round": "Virtual onsite: coding, project deep-dive, code review, All-Around, design",
      "online_assessment": "CodeSignal (Industry Coding Framework), ~1 hour, proctored",
      "behavioral_framework": "All-Around round, scored on five core values",
      "typical_timeline": "Commonly a few weeks",
      "ai_policy": "AI assistant expected on the online assessment; off in the onsite rounds",
      "guide_url": "https://interviewlegend.com/guides/companies/dropbox/overview/process-overview"
    },
    {
      "company": "eBay",
      "slug": "ebay",
      "stages": [
        "Application",
        "Recruiter screen (15-30 min)",
        "Technical phone screen (~1 hour)",
        "Virtual onsite (4-5 rounds)",
        "Team decision"
      ],
      "final_round": "Virtual onsite: 2-3 coding, system design, hiring manager",
      "online_assessment": "CodeSignal, 4 problems in ~70 min, or the Industry Coding Assessment",
      "behavioral_framework": "Hiring-manager round; no published list of principles",
      "typical_timeline": null,
      "ai_policy": "A newer AI-assisted coding round, graded on how you work with AI tools",
      "guide_url": "https://interviewlegend.com/guides/companies/ebay/overview/process-overview"
    },
    {
      "company": "Fidelity",
      "slug": "fidelity",
      "stages": [
        "Online assessment (India campus track)",
        "Technical interview: Core Java, fundamentals, one DSA problem",
        "HR round"
      ],
      "final_round": "India: an HR round closes it; US: 1-3 interviews of 30-45 min",
      "online_assessment": "HirePro or HackerRank, ~90-120 min (India track)",
      "behavioral_framework": "No published values framework or scored values list",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/fidelity/overview/process-overview"
    },
    {
      "company": "Figma",
      "slug": "figma",
      "stages": [
        "Recruiter screen",
        "Hiring-manager call",
        "Technical phone screen (CoderPad, ~1 hour)",
        "Virtual onsite",
        "Director screen (senior levels)",
        "Offer"
      ],
      "final_round": "Virtual onsite, ~4 hours: coding, design, behavioral, project deep-dive",
      "online_assessment": null,
      "behavioral_framework": "Five values: Build Community, Run with It, Love Your Craft, Grow as You Go, Play",
      "typical_timeline": "Commonly 3-4 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/figma/overview/process-overview"
    },
    {
      "company": "Goldman Sachs",
      "slug": "goldman-sachs",
      "stages": [
        "Application",
        "Online assessment (HackerRank)",
        "Recruiter and resume screen",
        "Technical phone screen (CoderPad, 1-2)",
        "Superday",
        "Decision and offer"
      ],
      "final_round": "Superday: 3 same-day elimination rounds (coding, design, SDLC and resume)",
      "online_assessment": "HackerRank, ~2 problems in 90-120 min",
      "behavioral_framework": "14 Business Principles (a loose lens, not a scorecard)",
      "typical_timeline": "Commonly 3-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/goldman-sachs/overview/process-overview"
    },
    {
      "company": "Google",
      "slug": "google",
      "stages": [
        "Application and screening",
        "Recruiter call",
        "Technical phone screen (45 min)",
        "Onsite interviews",
        "Hiring committee (HC)",
        "Team matching",
        "Offer and negotiation"
      ],
      "final_round": "Onsite: 4-5 rounds of 45 min, typically 3 coding + 1 Googleyness",
      "online_assessment": "Google Hiring Assessment (GHA), a situational online test, for some candidates",
      "behavioral_framework": "Googleyness & Leadership (G&L) round",
      "typical_timeline": "Typically 6-12 weeks",
      "ai_policy": "Pilot: a code-comprehension round with an AI chat assistant (Google Cloud, US)",
      "guide_url": "https://interviewlegend.com/guides/companies/google/overview/process-overview"
    },
    {
      "company": "HubSpot",
      "slug": "hubspot",
      "stages": [
        "Recruiter reach-out and intro call",
        "Online assessment",
        "Virtual onsite",
        "Feedback session and decision"
      ],
      "final_round": "Virtual onsite: live coding, 1-2 system design, hiring-manager behavioral",
      "online_assessment": "CodeSignal, 90 min, proctored (most since mid-2025), or a 3-hour take-home",
      "behavioral_framework": "HEART values: Humble, Empathetic, Adaptable, Remarkable, Transparent",
      "typical_timeline": "Often a couple of weeks for mid and senior roles",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/hubspot/overview/process-overview"
    },
    {
      "company": "Hudson River Trading",
      "slug": "hudson-river-trading",
      "stages": [
        "Application",
        "Take-home coding test",
        "Technical phone screens (~2)",
        "Full-day final loop"
      ],
      "final_round": "Full-day final loop: coding, a debugging round, systems and design, team fit",
      "online_assessment": "CodeSignal, ~4 problems, ~75-150 min",
      "behavioral_framework": "No standalone values round and no numbered principles list",
      "typical_timeline": null,
      "ai_policy": "Cheating with an LLM is screened for and disqualifying",
      "guide_url": "https://interviewlegend.com/guides/companies/hudson-river-trading/overview/process-overview"
    },
    {
      "company": "IBM",
      "slug": "ibm",
      "stages": [
        "Recruiter and application screen",
        "Online assessment (HackerRank)",
        "Technical rounds (1-2)",
        "Behavioral and HR",
        "Offer"
      ],
      "final_round": "Behavioral and HR: a fit-focused round that closes most loops",
      "online_assessment": "HackerRank, commonly 2 problems in ~60 min",
      "behavioral_framework": "Three published values and six Growth Behaviors",
      "typical_timeline": "Commonly around 6 weeks, ranging from 4 to 10",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/ibm/overview/process-overview"
    },
    {
      "company": "IMC Trading",
      "slug": "imc-trading",
      "stages": [
        "CV screen and recruiter call",
        "Online assessment (HackerRank)",
        "One-way recorded video",
        "Recruiter or HR call",
        "Final technical loop"
      ],
      "final_round": "Final loop: CS-fundamentals 1:1 and a 2.5-3 hour working session",
      "online_assessment": "HackerRank, ~120 min, 2 medium-to-hard problems",
      "behavioral_framework": "Six published values, no value-by-value scorecard",
      "typical_timeline": "About 4-8 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/imc-trading/overview/process-overview"
    },
    {
      "company": "Instacart",
      "slug": "instacart",
      "stages": [
        "Recruiter screen",
        "Online assessment (CodeSignal)",
        "Technical phone screen",
        "Virtual onsite loop",
        "Debrief and offer"
      ],
      "final_round": "Virtual onsite, 4-5 sessions: 2 coding, system design, Bar Raiser behavioral",
      "online_assessment": "CodeSignal, 4 tasks in ~70 min",
      "behavioral_framework": "Five values, led by Go far together and Grow the pie",
      "typical_timeline": "Often around 4-6 weeks",
      "ai_policy": "A newer AI-enabled CodeSignal OA variant for some roles",
      "guide_url": "https://interviewlegend.com/guides/companies/instacart/overview/process-overview"
    },
    {
      "company": "Intel",
      "slug": "intel",
      "stages": [
        "Recruiter screen",
        "Online assessment (entry-level and intern loops only)",
        "Technical phone screen",
        "Virtual onsite panel",
        "Manager or exec close"
      ],
      "final_round": "Virtual onsite panel: 3-4 back-to-back interviews, then a manager close",
      "online_assessment": "Entry-level only: ~2 problems, commonly 60-90 min",
      "behavioral_framework": "Seven values, e.g. Customer First, Results Driven, One Intel",
      "typical_timeline": "Usually 4-8 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/intel/overview/process-overview"
    },
    {
      "company": "Intuit",
      "slug": "intuit",
      "stages": [
        "Recruiter screen",
        "Online assessment (Glider)",
        "TPI phone screen (\"Eliminator\")",
        "A4A onsite",
        "AI round (emerging, not yet universal)",
        "Debrief and offer"
      ],
      "final_round": "A4A onsite: ~4 rounds built around the Craft Demo",
      "online_assessment": "Glider, multiple choice plus 1-2 easy-to-medium coding problems",
      "behavioral_framework": "Five operating values, led by Customer Obsession",
      "typical_timeline": "Often 2-4 weeks",
      "ai_policy": "Candidates told to disable AI assistance during machine-coding",
      "guide_url": "https://interviewlegend.com/guides/companies/intuit/overview/process-overview"
    },
    {
      "company": "Jane Street",
      "slug": "janestreet",
      "stages": [
        "Recruiter conversation",
        "Coding screen (Zoom, shared editor)",
        "Onsite",
        "Project or fit conversation",
        "Decision and offer"
      ],
      "final_round": "Onsite: 3-4 coding rounds of ~70 min each (engineers)",
      "online_assessment": "No timed online assessment for the software loop",
      "behavioral_framework": "Four published values; fit read inside the technical rounds",
      "typical_timeline": "Usually a few weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/janestreet/overview/process-overview"
    },
    {
      "company": "JPMorgan",
      "slug": "jpmorgan",
      "stages": [
        "Application",
        "Online assessment (HackerRank)",
        "Superday",
        "Decision",
        "Offer and team matching"
      ],
      "final_round": "Superday: 3 rounds of ~45 min (coding + code review, system design, behavioral)",
      "online_assessment": "HackerRank, 2 problems in ~1 hour",
      "behavioral_framework": "Four Business Principles, read as a loose lens",
      "typical_timeline": "Commonly 3-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/jpmorgan/overview/process-overview"
    },
    {
      "company": "Jump Trading",
      "slug": "jump-trading",
      "stages": [
        "Recruiter or HR screen",
        "Online assessment (track-dependent)",
        "Technical phone screens (1-3)",
        "Superday",
        "Decision and team match"
      ],
      "final_round": "Superday, usually Chicago: often 4-7 rounds escalating in difficulty",
      "online_assessment": "SWE: coding test, ~90-120 min; platform varies (HackerRank, CodeSignal, others)",
      "behavioral_framework": "No published values list; fit read for discretion, conviction, ownership",
      "typical_timeline": "Often 3-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/jump-trading/overview/process-overview"
    },
    {
      "company": "LinkedIn",
      "slug": "linkedin",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (CoderPad)",
        "Virtual onsite (InDay)",
        "Host-manager synthesis",
        "Hiring committee",
        "Team matching",
        "Offer"
      ],
      "final_round": "Virtual onsite (InDay): 4-6 rounds of ~45-60 min",
      "online_assessment": null,
      "behavioral_framework": "Five shared values adopted in 2022, led by members first",
      "typical_timeline": "Commonly 4-8 weeks",
      "ai_policy": "Some loops now include an AI-assisted CoderPad round; not yet standard",
      "guide_url": "https://interviewlegend.com/guides/companies/linkedin/overview/process-overview"
    },
    {
      "company": "Lyft",
      "slug": "lyft",
      "stages": [
        "Recruiter reach-out",
        "Routed to a team",
        "Technical phone screen (CoderPad, ~1 hour)",
        "Virtual onsite",
        "Verbal offer, then team matching"
      ],
      "final_round": "Virtual onsite: 4 rounds, Laptop test, 1-2 system design, manager talk",
      "online_assessment": null,
      "behavioral_framework": "No published values list; purpose \"to serve and connect\"",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/lyft/overview/process-overview"
    },
    {
      "company": "Mastercard",
      "slug": "mastercard",
      "stages": [
        "Recruiter or HR screen",
        "Technical screen (elimination, ~45 min)",
        "Superday: Technical SME",
        "Superday: Bar Raiser",
        "Superday: Hiring Manager",
        "HR close"
      ],
      "final_round": "Superday: 3 rounds, Technical SME, Bar Raiser, Hiring Manager",
      "online_assessment": "Campus/new-grad: 2 coding questions in 60 min; experienced hires often skip it",
      "behavioral_framework": "No scored values list; \"Decency Quotient\" is culture framing",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/mastercard/overview/process-overview"
    },
    {
      "company": "Meta",
      "slug": "meta",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (CoderPad, 45 min)",
        "Onsite (\"Full Loop\")",
        "Team matching",
        "Offer"
      ],
      "final_round": "Full Loop: E5 usually 4 rounds: 2 coding, 1 design, 1 behavioral",
      "online_assessment": "No standardized OA for most SWEs",
      "behavioral_framework": "Six values, such as Move Fast",
      "typical_timeline": "Usually a few weeks to a couple of months",
      "ai_policy": "AI-enabled coding round rolling out since Oct 2025; may replace a coding round",
      "guide_url": "https://interviewlegend.com/guides/companies/meta/overview/process-overview"
    },
    {
      "company": "Microsoft",
      "slug": "microsoft",
      "stages": [
        "Recruiter screen",
        "Online assessment (org-dependent)",
        "Virtual loop",
        "As-appropriate slot and decision"
      ],
      "final_round": "Virtual loop: 4-5 interviews of ~45 min, back-to-back in one day",
      "online_assessment": "Org-dependent: Codility or HackerRank, often 2-3 problems in 60-90 min",
      "behavioral_framework": "Growth mindset, plus Respect, Integrity and Accountability",
      "typical_timeline": "Usually a few weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/microsoft/overview/process-overview"
    },
    {
      "company": "MongoDB",
      "slug": "mongodb",
      "stages": [
        "Recruiter screen",
        "Technical screen",
        "Hiring-manager round",
        "Virtual onsite",
        "Debrief",
        "Offer"
      ],
      "final_round": "Onsite: 3-4 60-min rounds: coding, component build, DB design, behavioral",
      "online_assessment": "Often for early-career: Karat screen or HackerRank (~25 MCQ + 2 easy problems)",
      "behavioral_framework": "Six core values, with Own What You Do weighted most",
      "typical_timeline": "Usually 3-5 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/mongodb/overview/process-overview"
    },
    {
      "company": "Morgan Stanley",
      "slug": "morgan-stanley",
      "stages": [
        "Application",
        "Online assessment",
        "Technical round 1",
        "Technical round 2",
        "Hiring-manager round",
        "VP or director, and HR (senior loops)"
      ],
      "final_round": "Hiring-manager round: coding, concurrency, production-readiness and behavioral",
      "online_assessment": "Laterals: HackerRank, 80-90 min; US campus: HireVue video and SHL test",
      "behavioral_framework": "Five core values, e.g. Do the Right Thing, Put Clients First",
      "typical_timeline": "Several weeks, longer at senior levels",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/morgan-stanley/overview/process-overview"
    },
    {
      "company": "Netflix",
      "slug": "netflix",
      "stages": [
        "Recruiter screen",
        "Hiring-manager screen",
        "Technical phone screen",
        "Virtual onsite"
      ],
      "final_round": "Onsite: 4-5 rounds; system design and culture weigh most",
      "online_assessment": null,
      "behavioral_framework": "Culture memo: discuss and critique it",
      "typical_timeline": "3-5 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/netflix/overview/process-overview"
    },
    {
      "company": "Notion",
      "slug": "notion",
      "stages": [
        "Recruiter screen",
        "Technical phone screen",
        "Virtual onsite",
        "Hiring-manager or leadership final",
        "Offer"
      ],
      "final_round": "Hiring-manager or leadership final: past projects, ownership, mission",
      "online_assessment": null,
      "behavioral_framework": "Four values, incl. Own the outcome and Direct and kind",
      "typical_timeline": "2-5 weeks, about 3 weeks on average",
      "ai_policy": "Some teams add an emerging AI-assisted round",
      "guide_url": "https://interviewlegend.com/guides/companies/notion/overview/process-overview"
    },
    {
      "company": "Nutanix",
      "slug": "nutanix",
      "stages": [
        "Recruiter or referral screen",
        "Online assessment (HackerRank)",
        "Coding rounds (2-3)",
        "Debugging round",
        "Design rounds: high-level and low-level",
        "Techno-managerial close"
      ],
      "final_round": "Techno-managerial close: project deep-dive, systems questions, light behavioral",
      "online_assessment": "HackerRank, 2 algorithm problems in ~60-120 min",
      "behavioral_framework": "No published values list; light behavioral in the techno-managerial round",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/nutanix/overview/process-overview"
    },
    {
      "company": "NVIDIA",
      "slug": "nvidia",
      "stages": [
        "Recruiter screen",
        "Online assessment (org-dependent)",
        "Technical phone screen(s)",
        "Onsite",
        "Team debrief and decision"
      ],
      "final_round": "Onsite: ~5 back-to-back rounds, mix set by the team",
      "online_assessment": "HackerRank or Codility, 2-3 problems in 70-90 min (org-dependent)",
      "behavioral_framework": "Five core values in its Code of Conduct; no numbered interview rubric",
      "typical_timeline": "3-8 weeks, can stretch longer",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/nvidia/overview/process-overview"
    },
    {
      "company": "Okta",
      "slug": "okta",
      "stages": [
        "Recruiter screen",
        "Online assessment (CodeSignal)",
        "Technical screen",
        "Virtual onsite",
        "Decision"
      ],
      "final_round": "Virtual onsite: 3-5 rounds (coding, LLD, system design, HM behavioral)",
      "online_assessment": "CodeSignal, usually 70-90 min, ~4 questions",
      "behavioral_framework": "Three values: Love our customers; Always secure. Always on.; Build and own it",
      "typical_timeline": "About 2-2.5 weeks",
      "ai_policy": "Rare OA variants add an AI-assisted build (e.g. an MCP server)",
      "guide_url": "https://interviewlegend.com/guides/companies/okta/overview/process-overview"
    },
    {
      "company": "OpenAI",
      "slug": "openai",
      "stages": [
        "Recruiter screen",
        "Online assessment (some pipelines)",
        "Technical phone screen(s)",
        "Virtual onsite",
        "Team match and leveling",
        "Offer"
      ],
      "final_round": "Onsite: 4-6 rounds (coding, system design, behavioral, project deep-dive)",
      "online_assessment": "HackerRank, some pipelines only (new-grad, non-US, Solutions)",
      "behavioral_framework": "Values such as Feel the AGI; nearly every loop asks about AI safety",
      "typical_timeline": "6-8 weeks",
      "ai_policy": "AI tools off by default; a beta agentic-coding round where you steer an AI agent",
      "guide_url": "https://interviewlegend.com/guides/companies/openai/overview/process-overview"
    },
    {
      "company": "Optiver",
      "slug": "optiver",
      "stages": [
        "Application",
        "Online assessment",
        "Behavioural interview",
        "Technical interview",
        "Final interview day"
      ],
      "final_round": "Final interview day: 2 technical rounds + 1 behavioural",
      "online_assessment": "HackerRank, ~2 hours",
      "behavioral_framework": "Five published values, read without a scorecard",
      "typical_timeline": "A few weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/optiver/overview/process-overview"
    },
    {
      "company": "Oracle",
      "slug": "oracle",
      "stages": [
        "Recruiter screen",
        "Online assessment (HackerRank, mostly campus)",
        "Phone screen",
        "Onsite loop",
        "Offer"
      ],
      "final_round": "Onsite: 4-5 rounds incl. coding, HM deep-dive, cross-team bartender round",
      "online_assessment": "New grads: HackerRank, ~100 min; experienced hires skip it",
      "behavioral_framework": "No published rubric; internal values such as owning without ego (OCI)",
      "typical_timeline": "About 33-41 days",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/oracle/overview/process-overview"
    },
    {
      "company": "Palantir",
      "slug": "palantir",
      "stages": [
        "Recruiter screen",
        "Online assessment (HackerRank)",
        "Technical phone screen (CodePair)",
        "Virtual onsite (\"Superday\")",
        "Hiring-manager final",
        "Offer and team match"
      ],
      "final_round": "Hiring-manager final: re-opens your weakest round, tests mission alignment",
      "online_assessment": "HackerRank, ~60-90 min",
      "behavioral_framework": "Mission fit (\"why Palantir\"), about 20 min embedded in each round",
      "typical_timeline": "Usually 3-4 weeks",
      "ai_policy": "AI assistants not permitted in interviews",
      "guide_url": "https://interviewlegend.com/guides/companies/palantir/overview/process-overview"
    },
    {
      "company": "Palo Alto Networks",
      "slug": "palo-alto-networks",
      "stages": [
        "Recruiter screen",
        "Online assessment (HackerRank or Codility)",
        "Technical or hiring-manager screen",
        "Onsite (3-4 rounds)",
        "Behavioral and HR"
      ],
      "final_round": "Onsite: 3-4 rounds of coding, system or low-level design, behavioral",
      "online_assessment": "HackerRank or Codility, ~60-90 min",
      "behavioral_framework": "STAR answers mapped to the company's core values",
      "typical_timeline": "About 5-6 weeks in the US",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/palo-alto-networks/overview/process-overview"
    },
    {
      "company": "PayPal",
      "slug": "paypal",
      "stages": [
        "Recruiter screen",
        "Online assessment (HackerRank, common but not universal)",
        "Technical phone screen (Karat, 1-2)",
        "Virtual onsite",
        "Debrief and team match",
        "Offer"
      ],
      "final_round": "Virtual onsite over Microsoft Teams, ~4-6 rounds",
      "online_assessment": "HackerRank, 60-90 min",
      "behavioral_framework": "Three Leadership Principles (plus four Core Values)",
      "typical_timeline": "About 2-4 weeks, often longer",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/paypal/overview/process-overview"
    },
    {
      "company": "Perplexity",
      "slug": "perplexity",
      "stages": [
        "Recruiter screen",
        "Technical phone screen(s) (applied Python)",
        "Virtual onsite (4-5 rounds)",
        "Founder or leadership round"
      ],
      "final_round": "Founder or leadership round, 30-45 min (common, not guaranteed)",
      "online_assessment": null,
      "behavioral_framework": "Six stated values incl. Curiosity, Velocity, Ownership and Quality",
      "typical_timeline": "About 1-3 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/perplexity/overview/process-overview"
    },
    {
      "company": "Pinterest",
      "slug": "pinterest",
      "stages": [
        "Recruiter screen",
        "Technical screen (CodeSignal or live CoderPad)",
        "Coding rounds (2-3)",
        "System design (or ML system design)",
        "Behavioral with the Hiring Manager",
        "Debrief, team match, then offer"
      ],
      "final_round": "Virtual onsite, ~5 rounds: 3 coding, 1 system design, 1 HM behavioral",
      "online_assessment": "CodeSignal (new grads: one easy plus three medium), or a live CoderPad screen",
      "behavioral_framework": "Put Pinners First is the top value; then collaboration, feedback, craft",
      "typical_timeline": "Commonly 3-5 weeks, recruiter call to offer",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/pinterest/overview/process-overview"
    },
    {
      "company": "Plaid",
      "slug": "plaid",
      "stages": [
        "Recruiter screen",
        "Online assessment (sometimes)",
        "Technical phone screen (CoderPad-style live coding)",
        "Virtual onsite (4-5 rounds)",
        "Debrief and offer"
      ],
      "final_round": "Virtual onsite: practical coding, system design, project deep-dive, behavioral",
      "online_assessment": "Timed assessment, ~90 min, 2 problems (not universal)",
      "behavioral_framework": "Mission \"Unlock financial freedom for everyone\"; no published values list",
      "typical_timeline": "About 2.5-3 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/plaid/overview/process-overview"
    },
    {
      "company": "Postman",
      "slug": "postman",
      "stages": [
        "Recruiter or HR screen",
        "Hiring-manager deep-dive (often an elimination round)",
        "Machine-coding round",
        "System design (HLD)",
        "Bar Raiser (often product-flavored)",
        "Final HM and culture-fit round"
      ],
      "final_round": "Final HM and culture-fit round: a conversational close on values and motivation",
      "online_assessment": null,
      "behavioral_framework": "Five values, e.g. Create with curiosity, Earn trust, Embrace constraints",
      "typical_timeline": "About a week to over a month",
      "ai_policy": "Google and AI tools like Claude Code allowed (stated for at least one team)",
      "guide_url": "https://interviewlegend.com/guides/companies/postman/overview/process-overview"
    },
    {
      "company": "Qualcomm",
      "slug": "qualcomm",
      "stages": [
        "Online assessment (HirePro-style)",
        "Technical rounds (2-4, each can end the process)",
        "Hiring manager or managerial round",
        "HR and compensation"
      ],
      "final_round": "Hiring manager or managerial round, ~25-45 min: resume and project deep-dive",
      "online_assessment": "HirePro-style test, 90 min",
      "behavioral_framework": "No published set of behavioral principles",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/qualcomm/overview/process-overview"
    },
    {
      "company": "Reddit",
      "slug": "reddit",
      "stages": [
        "Recruiter screen",
        "Technical phone screen",
        "Virtual onsite (4-5 rounds)",
        "Team matching",
        "Decision and offer"
      ],
      "final_round": "Virtual onsite: 2 coding, system design, HM/behavioral, and a values round",
      "online_assessment": "No standalone OA; the live phone screen is the first technical gate",
      "behavioral_framework": "Five company values: Mission first, Make something people love, Evolve...",
      "typical_timeline": "About 2.5-4 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/reddit/overview/process-overview"
    },
    {
      "company": "Ripple",
      "slug": "ripple",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (CoderPad)",
        "Virtual onsite (4-5 rounds)",
        "Hiring-manager chat and decision"
      ],
      "final_round": "Virtual onsite: 4-5 Zoom rounds of coding, system design and values",
      "online_assessment": "Usually no separate online assessment; the live phone screen filters",
      "behavioral_framework": "Ripple's four values: passionate, bold, accountable together, transparent",
      "typical_timeline": "About 4 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/ripple/overview/process-overview"
    },
    {
      "company": "Rippling",
      "slug": "rippling",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (run-and-test)",
        "Hiring-manager call",
        "Virtual loop (3-5 rounds)",
        "Team match and decision"
      ],
      "final_round": "Virtual loop: ~90-min practical build, coding, system design, behavioral",
      "online_assessment": "Sometimes, mostly for interns and new grads; a timed coding test",
      "behavioral_framework": "Ownership themes, e.g. Go to Western Union",
      "typical_timeline": "About 3-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/rippling/overview/process-overview"
    },
    {
      "company": "Robinhood",
      "slug": "robinhood",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (often Karat)",
        "Recruiter prep call",
        "Virtual onsite (\"Super Day\")",
        "Debrief",
        "Team matching, then offer"
      ],
      "final_round": "Virtual Super Day of 3-5 rounds on CoderPad",
      "online_assessment": "Often Karat; new grads more often CodeSignal, ~90 min",
      "behavioral_framework": "Robinhood's seven values (e.g. Safety Always)",
      "typical_timeline": "4-6 weeks",
      "ai_policy": "No AI tools during live interviews and assessments",
      "guide_url": "https://interviewlegend.com/guides/companies/robinhood/overview/process-overview"
    },
    {
      "company": "Roblox",
      "slug": "roblox",
      "stages": [
        "Recruiter screen",
        "Technical screen or online assessment",
        "Virtual onsite loop",
        "Creativity round",
        "Final values round",
        "Committee decision"
      ],
      "final_round": "Final values round, ~1 hour with a senior interviewer from outside the team",
      "online_assessment": "CodeSignal, ~2 problems in ~50 min",
      "behavioral_framework": "Four Builder Framework values",
      "typical_timeline": "4-8 weeks",
      "ai_policy": "AI assistants not allowed in interviews",
      "guide_url": "https://interviewlegend.com/guides/companies/roblox/overview/process-overview"
    },
    {
      "company": "Rubrik",
      "slug": "rubrik",
      "stages": [
        "Recruiter reach-out",
        "Coding screens (CoderPad, 1-2)",
        "Onsite: System Coding",
        "Onsite: algorithms",
        "Onsite: system design or debugging",
        "Hiring-manager deep-dive"
      ],
      "final_round": "Onsite of 4-6 rounds: 2-3 System Coding, 1 algorithms, sometimes design",
      "online_assessment": "HackerRank, 4 problems in ~75-90 min (new grads and interns)",
      "behavioral_framework": "No named values framework; HM fit-and-depth conversation",
      "typical_timeline": "A few weeks to about 2 months",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/rubrik/overview/process-overview"
    },
    {
      "company": "Salesforce",
      "slug": "salesforce",
      "stages": [
        "Recruiter screen",
        "Online assessment (HackerRank)",
        "Technical phone screen",
        "Virtual onsite",
        "Decision and team match",
        "Offer"
      ],
      "final_round": "Virtual onsite, half day: ~2 coding, 1 system design, 1 behavioral/values",
      "online_assessment": "HackerRank, ~90 min",
      "behavioral_framework": "Five values, led by Trust",
      "typical_timeline": "3-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/salesforce/overview/process-overview"
    },
    {
      "company": "SAP",
      "slug": "sap",
      "stages": [
        "Recruiter or HR screen",
        "Online assessment",
        "Technical rounds (1-3)",
        "Techno-managerial round",
        "HR (final)"
      ],
      "final_round": "Techno-managerial round with the hiring manager, then HR",
      "online_assessment": "HackerRank or SAP's own platform: 10-15 MCQs plus 2 coding problems",
      "behavioral_framework": "\"How We Run\" values, not scored; business impact weighs most",
      "typical_timeline": "4-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/sap/overview/process-overview"
    },
    {
      "company": "Scale AI",
      "slug": "scale-ai",
      "stages": [
        "Recruiter screen",
        "Practical technical screen (HackerRank)",
        "ML take-home (ML and research tracks)",
        "Virtual onsite",
        "Pooled-hiring close"
      ],
      "final_round": "Virtual onsite, ~4 rounds, then a pooled-hiring close",
      "online_assessment": "HackerRank practical build, ~50 min",
      "behavioral_framework": "The six Credos",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/scale-ai/overview/process-overview"
    },
    {
      "company": "ServiceNow",
      "slug": "servicenow",
      "stages": [
        "Recruiter screen",
        "Online assessment (HackerRank)",
        "Live technical rounds (3-4)",
        "Hiring-manager round",
        "Offer"
      ],
      "final_round": "Hiring-manager round: values and ownership, often with a light coding problem",
      "online_assessment": "HackerRank, ~45-60 min",
      "behavioral_framework": "Four company values (e.g. Wow our Customers)",
      "typical_timeline": "2-4 weeks",
      "ai_policy": "No AI assistance in assessments unless explicitly permitted",
      "guide_url": "https://interviewlegend.com/guides/companies/servicenow/overview/process-overview"
    },
    {
      "company": "Shopify",
      "slug": "shopify",
      "stages": [
        "Recruiter screen",
        "Life Story interview",
        "Coding screen (CoderPad)",
        "Pair programming",
        "Technical deep dive (and system design)",
        "Offer and team placement"
      ],
      "final_round": null,
      "online_assessment": "Interns/new grads: usually no standardized OA; live CoderPad screen",
      "behavioral_framework": "Life Story, graded on impact, readiness, trust, engagement, self-awareness",
      "typical_timeline": "3-5 weeks",
      "ai_policy": "AI assistants often allowed in coding rounds; varies by team",
      "guide_url": "https://interviewlegend.com/guides/companies/shopify/overview/process-overview"
    },
    {
      "company": "Snap",
      "slug": "snap",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (HackerRank)",
        "Virtual onsite",
        "Debrief and decision",
        "Offer and team match"
      ],
      "final_round": "Virtual onsite: 4-6 rounds, 2-4 coding, system design at L4+",
      "online_assessment": "No consistent async OA; the live HackerRank screen is the first real gate",
      "behavioral_framework": "Kind, Smart, Creative, scored in nearly every round",
      "typical_timeline": "3-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/snap/overview/process-overview"
    },
    {
      "company": "Snowflake",
      "slug": "snowflake",
      "stages": [
        "Recruiter screen",
        "Online assessment (new grads, many SWE pipelines)",
        "Technical phone screen",
        "Virtual onsite",
        "Team debrief",
        "Offer"
      ],
      "final_round": "Virtual onsite: 4-5 hour-long rounds, plus a Tech Talk from IC3 up",
      "online_assessment": "HackerRank or CodeSignal, 3 problems in 90-120 min",
      "behavioral_framework": "Eight core values, led by Put Customers First",
      "typical_timeline": "3-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/snowflake/overview/process-overview"
    },
    {
      "company": "SoFi",
      "slug": "sofi",
      "stages": [
        "Apply and recruiter screen",
        "Skills assessment (HackerRank)",
        "Onsite",
        "Decision and offer"
      ],
      "final_round": "Onsite: ~4-7 rounds by role and level",
      "online_assessment": "HackerRank online assessment",
      "behavioral_framework": "SoFi's eleven core values",
      "typical_timeline": "About 3 weeks; some roles 4-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/sofi/overview/process-overview"
    },
    {
      "company": "SpaceX",
      "slug": "spacex",
      "stages": [
        "Recruiter call and questionnaire",
        "Take-home coding test",
        "Technical screen(s)",
        "Onsite: project presentation",
        "Onsite: coding and system design",
        "Hiring-manager behavioral round"
      ],
      "final_round": "Onsite, ~5 hours: 4-5 coding and design rounds plus a defended project talk",
      "online_assessment": "Take-home, commonly ~4 hours in one sitting (Python or C++)",
      "behavioral_framework": "No named rubric; manager-driven, probes willingness to work hard",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/spacex/overview/process-overview"
    },
    {
      "company": "Splunk",
      "slug": "splunk",
      "stages": [
        "Recruiter screen",
        "Technical screen (Karat)",
        "Onsite: coding",
        "Onsite: object-oriented design in code",
        "Onsite: system design (mid and senior)",
        "Onsite: behavioral"
      ],
      "final_round": "Onsite: 4-5 rounds; system design leans on logs, metrics and search",
      "online_assessment": "Karat screen, 15 multiple-choice questions, then a 60-min live round",
      "behavioral_framework": "No published values framework; project and teamwork stories",
      "typical_timeline": "A few weeks end to end",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/splunk/overview/process-overview"
    },
    {
      "company": "Spotify",
      "slug": "spotify",
      "stages": [
        "Recruiter screen",
        "Technical phone screen (CoderPad)",
        "Virtual onsite",
        "Decision and debrief",
        "Offer"
      ],
      "final_round": "Virtual onsite: 4-5 rounds incl. 2 coding, Mural design, case study, values",
      "online_assessment": null,
      "behavioral_framework": "The Bassline: One Team, Human Judgment, Make It Happen",
      "typical_timeline": "2-5 weeks when it moves fast; international loops up to about 2 months",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/spotify/overview/process-overview"
    },
    {
      "company": "Stripe",
      "slug": "stripe",
      "stages": [
        "Recruiter screen",
        "Technical phone screen",
        "Virtual onsite",
        "Debrief and decision"
      ],
      "final_round": "Onsite: 4-5 rounds, e.g. bug squash, integration, coding, design, behavioral",
      "online_assessment": "Timed HackerRank assessment in some pipelines (often new-grad, high-volume)",
      "behavioral_framework": "Stripe's Operating Principles",
      "typical_timeline": "Usually 4-8 weeks; about 2 with a referral",
      "ai_policy": "No AI assistants; the open internet is fair game",
      "guide_url": "https://interviewlegend.com/guides/companies/stripe/overview/process-overview"
    },
    {
      "company": "Susquehanna",
      "slug": "susquehanna",
      "stages": [
        "Resume screen and recruiter reach-out",
        "Online assessment (CodeSignal GCA)",
        "Live technical round(s)",
        "Super Day (final loop)"
      ],
      "final_round": "Super Day: 3-4 back-to-back sessions of coding, design/optimization, fit",
      "online_assessment": "CodeSignal GCA, ~4 questions in 70 min",
      "behavioral_framework": "Four published value themes, e.g. collaboration, questioning assumptions",
      "typical_timeline": "Usually 2-4 weeks; some stretch toward 8",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/susquehanna/overview/process-overview"
    },
    {
      "company": "Tesla",
      "slug": "tesla",
      "stages": [
        "Recruiter screen",
        "Early hiring-manager call",
        "Technical phone screen",
        "Virtual onsite",
        "Offer"
      ],
      "final_round": "Virtual onsite: 3-5 rounds of coding, system design, behavioral",
      "online_assessment": "Often a timed Codility or HackerRank set of ~3 problems (software roles)",
      "behavioral_framework": "No numbered values list to recite",
      "typical_timeline": "About 33 days on average; 2 weeks to 2 months",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/tesla/overview/process-overview"
    },
    {
      "company": "TikTok",
      "slug": "tiktok",
      "stages": [
        "Recruiter screen",
        "Online assessment (when present)",
        "Technical phone screen(s)",
        "Sequential technical rounds",
        "Hiring manager or skip-level",
        "HR round and offer"
      ],
      "final_round": "HR round: behavioral fit, logistics, salary expectations",
      "online_assessment": "CodeSignal, ~4 problems in 70-90 min (often skipped if experienced/referred)",
      "behavioral_framework": "ByteDance's six ByteStyles, starting with Always Day 1",
      "typical_timeline": "Usually 4-6 weeks; senior loops can stretch to several months",
      "ai_policy": "No AI assistance on the CodeSignal assessment",
      "guide_url": "https://interviewlegend.com/guides/companies/tiktok/overview/process-overview"
    },
    {
      "company": "Twilio",
      "slug": "twilio",
      "stages": [
        "Application",
        "Recruiter screen",
        "Online assessment (HackerRank)",
        "Virtual onsite",
        "Decision"
      ],
      "final_round": "Virtual onsite: 4-5 rounds, incl. coding, design, hiring manager, Bar Raiser",
      "online_assessment": "HackerRank, 2-3 problems in ~90 min (experienced), incl. a REST-API task",
      "behavioral_framework": "The Twilio Magic values, graded in the Bar Raiser round",
      "typical_timeline": "Often about 2-5 weeks end to end",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/twilio/overview/process-overview"
    },
    {
      "company": "Twitch",
      "slug": "twitch",
      "stages": [
        "Recruiter chat",
        "Hiring-manager meeting",
        "Skills assessment (\"Side Quest\")",
        "Technical phone screen",
        "Virtual onsite (\"Final Boss\")",
        "Debrief, decision and team match"
      ],
      "final_round": "Final Boss onsite: 4-5 rounds, Leadership Principles graded in nearly all",
      "online_assessment": "Side Quest: async CodeSignal assessment or a shorter take-home, easy to medium",
      "behavioral_framework": "Twitch's own 15 Leadership Principles",
      "typical_timeline": "2-8 weeks, application to offer (Twitch's stated range)",
      "ai_policy": "No AI help on the Side Quest assessment",
      "guide_url": "https://interviewlegend.com/guides/companies/twitch/overview/process-overview"
    },
    {
      "company": "Uber",
      "slug": "uber",
      "stages": [
        "Recruiter screen",
        "Online assessment (CodeSignal) and/or phone screen",
        "Onsite loop",
        "Debrief and decision"
      ],
      "final_round": "Same-day onsite: 4-6 rounds, with a Bar Raiser",
      "online_assessment": "CodeSignal, 4 problems in ~70 min",
      "behavioral_framework": "Eight cultural values from the 2017 reset",
      "typical_timeline": "Usually 4-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/uber/overview/process-overview"
    },
    {
      "company": "VMware",
      "slug": "vmware",
      "stages": [
        "Screen (often the hiring manager)",
        "Online assessment (HackerRank, optional)",
        "Coding rounds (2-4)",
        "Design rounds (HLD, plus LLD at MTS-3+)",
        "Managerial round"
      ],
      "final_round": "Managerial round: behavioral questions, project deep-dive, team fit",
      "online_assessment": "When present: HackerRank, ~2 easy-to-medium problems",
      "behavioral_framework": "No named values framework; team fit in the managerial round",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/vmware/overview/process-overview"
    },
    {
      "company": "Walmart",
      "slug": "walmart",
      "stages": [
        "Recruiter screen",
        "Karat screen (US) or online assessment (India, campus)",
        "Virtual onsite",
        "Debrief and offer"
      ],
      "final_round": "Virtual onsite: 3-5 one-hour rounds of coding, design at Senior+, HM round",
      "online_assessment": "US: 60-min Karat screen; India/campus: HackerRank or HirePro test",
      "behavioral_framework": "Four core values: respect, service, excellence, integrity",
      "typical_timeline": "Commonly 4-8 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/walmart/overview/process-overview"
    },
    {
      "company": "Wayfair",
      "slug": "wayfair",
      "stages": [
        "Recruiter screen",
        "Coding assessment or screen (HackerRank or Karat)",
        "Coding round and domain problem",
        "Low-level design",
        "High-level design",
        "Behavioral, culture fit, and decision"
      ],
      "final_round": "Hiring-manager behavioral; senior India loops add culture-fit and director",
      "online_assessment": "HackerRank, 2-3 problems in ~60 min, or a Karat screen",
      "behavioral_framework": "Nine People Principles",
      "typical_timeline": null,
      "ai_policy": "Some coding assessments may allow AI tools; phone and virtual interviews AI-free",
      "guide_url": "https://interviewlegend.com/guides/companies/wayfair/overview/process-overview"
    },
    {
      "company": "Waymo",
      "slug": "waymo",
      "stages": [
        "Recruiter screen",
        "Online assessment (Byteboard)",
        "Recruiter prep call",
        "Onsite: coding",
        "Onsite: system design",
        "Onsite: behavioral"
      ],
      "final_round": "Multi-day onsite of 5 or 6 interviews",
      "online_assessment": "Byteboard, project-style, multi-part coding exercise",
      "behavioral_framework": "No scored values round and no published principles list",
      "typical_timeline": "About 4-6 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/waymo/overview/process-overview"
    },
    {
      "company": "Wells Fargo",
      "slug": "wells-fargo",
      "stages": [
        "Application",
        "Recruiter screen",
        "Online assessment",
        "Technical rounds",
        "Technical-managerial round",
        "Offer"
      ],
      "final_round": "Technical-managerial round: technical plus behavioral with the hiring manager",
      "online_assessment": "HackerRank, ~70 min for ~4 questions incl. SQL (US)",
      "behavioral_framework": "Five Expectations (plus a sixth for managers)",
      "typical_timeline": "About 2-6 weeks, longer at senior levels",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/wells-fargo/overview/process-overview"
    },
    {
      "company": "Workday",
      "slug": "workday",
      "stages": [
        "Recruiter screen",
        "Hiring-manager round",
        "Object-oriented class-diagram round",
        "Coding round(s)",
        "Architecture deep-dive",
        "Xpresso demo and values rounds"
      ],
      "final_round": "Xpresso demo (~30 min) and a VIBE values round",
      "online_assessment": "HackerRank, ~3 medium problems in ~2 hours; not universal",
      "behavioral_framework": "VIBE (Value Inclusion, Belonging & Equity) values round",
      "typical_timeline": "About a month",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/workday/overview/process-overview"
    },
    {
      "company": "X (Twitter)",
      "slug": "twitter",
      "stages": [
        "Initial engineer call",
        "Statement of Exceptional Work",
        "Online assessment (CodeSignal, proctored)",
        "Palo Alto onsite",
        "Team matching",
        "Offer and final sign-off"
      ],
      "final_round": "Palo Alto onsite: 2-4 in-person rounds incl. coding, codebase reading, design",
      "online_assessment": "CodeSignal, proctored, ~60 min",
      "behavioral_framework": "No dedicated behavioral round; fit read in engineer call and manager chat",
      "typical_timeline": "About 2-3 weeks",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/twitter/overview/process-overview"
    },
    {
      "company": "xAI",
      "slug": "xai",
      "stages": [
        "Application and Exceptional Work Statement",
        "Engineer-led screen",
        "Technical phone screen",
        "Technical loop: three rounds",
        "Team round and hardest-problem talk",
        "Final fit and offer"
      ],
      "final_round": "Team round: ~20-minute hardest-problem presentation, then questions",
      "online_assessment": null,
      "behavioral_framework": "No heavy dedicated values round; fit judged inside technical rounds",
      "typical_timeline": "Aim of about 1 week; 2-4 weeks is more realistic",
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/xai/overview/process-overview"
    },
    {
      "company": "Zscaler",
      "slug": "zscaler",
      "stages": [
        "Pre-placement talk",
        "Online assessment (HackerRank)",
        "Technical rounds (2-3)",
        "HR round"
      ],
      "final_round": "HR round: competing offers, why Zscaler, location and shift logistics",
      "online_assessment": "HackerRank, 90 min to 2 hours, 3-4 medium-to-hard problems",
      "behavioral_framework": "No published values list; reads mission fit, project depth, ownership",
      "typical_timeline": null,
      "ai_policy": null,
      "guide_url": "https://interviewlegend.com/guides/companies/zscaler/overview/process-overview"
    }
  ]
}