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Ace Your Next Interview with real interview questions

Access 6k+ real interview questions from Google, Meta, Amazon, OpenAI and 320+ top companies. System Design, Coding, Behavioral — all in one place.
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6656+

Real Interview Questions

328+

Top Companies

100%

Validated Question Source
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Google
AI Coding: Implement ML Building Blocks in NumPy/PyTorch (Attention, Loss, Sampling, KV Cache, MoE)
MediumNew GradResearch Scientist
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Meta
Design Online Auction System (Real-Time Bid Updates via Pub/Sub + SSE, Partitioned Message Queue)
HardLead/StaffSoftware Engineer
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Amazon
ML Breadth Round: Traditional ML Topics (CNN, Logistic Regression, etc.) + LP — Invent and Simplify
MediumL5Applied Scientist
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Openai
Grid Infection Spread With Neighbor-Count Threshold (LC 994 Variant)
MediumMid LevelSoftware Engineer
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Xai
Flatten Arbitrarily Nested Python Structure (Lists / Dicts / Tuples) Into Integer List
MediumNew GradSoftware Engineer
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Microsoft
ML & NLP Fundamentals: Precision/Recall, ROC/AUC, L1 vs L2, Classification Metrics, RL & Agents
MediumNew GradMachine Learning Engineer
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Apple158 Questions
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Netflix110 Questions
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Anthropic168 Questions
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NVIDIA68 Questions
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Uber287 Questions
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Stripe243 Questions
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LinkedIn125 Questions
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Salesforce65 Questions
+330 top firms

Real Interview Questions

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Thank you for your praise and suggestions. With your support, we can go further. We hope to accompany you throughout your job search journey.
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What sets this apart is the depth. Each question comes with detailed rubrics and follow-up questions that mirror exactly what interviewers ask. I went from struggling with system design to getting a strong hire signal.
userRohan S./Frontend Dev · Offer Received · Meta E5
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The system design questions were incredibly close to what I got in my actual Google onsite. I practiced 15 questions from the Google bank and 3 of them were almost identical to my real interview.
userSarah K./Software Engineer · Offer Received · Google L5
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As a staff-level candidate, I needed questions that go beyond the basics. The API design and infrastructure questions here are exactly at the right depth for senior+ interviews.
userLeo W./Staff Engineer · Offer Received · Stripe
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Choose Your Target Company

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See Real Questions Candidates Were Asked

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Practice With Step-by-Step Solutions & Insider Tips

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Ace the interview and land your dream offers 🎉

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How are the questions sourced and verified?
All questions are sourced from verified interview experiences reported by real candidates. Our team reviews and categorizes each question, adds detailed solutions, and tags them with the specific companies, roles, and seniority levels they’re associated with.