Demo kit

Interview prep guides by role, industry, and round

Guides - 62 public pages

Orientation by path - what teams usually test, which JD phrases matter, how rounds differ. Your kit is still traced to the posting you paste.

How to use this library

  1. Start with a job title, a sector, or a format.

    Role, industry, or interview type - pick the path that matches the search, then read the overview and round map so you know what "good" sounds like.

  2. Guides orient you. The kit is the specific posting.

    These pages teach patterns. Your 20 questions, follow-ups, outlines, and 20 Foundational Questions come from the job description you paste - not from this list.

  3. Pillar pages if you already know the job.

    Interview questions from a job description, last-minute interview prep, or the interactive demo kit.

Browse

  1. By role

  2. By industry

  3. By interview type

By role

Job-title guides for engineers, PMs, analysts, clinicians, and more - what interviewers test, JD signals, round maps, mistakes to avoid, and illustrative questions. Always finish with a kit from your posting.

  1. Software Engineer Interview Questions

    Prepare for software engineer interviews with role-specific questions traced to your job description - algorithms, system trade-offs, and collaboration. Free 3-question preview.

  2. Senior Software Engineer Interview Questions

    Senior SWE interview prep from your job description: architecture judgment, mentorship, and delivery. Sample questions plus a $2 JD-traced kit.

  3. Frontend Developer Interview Questions

    Frontend interview prep from your JD: React/Vue patterns, performance, accessibility, and UX collaboration. Preview 3 questions free.

  4. Backend Developer Interview Questions

    Backend interview questions from your job description: APIs, databases, queues, and ops. Foundational Questions and outlines for $2.

  5. Full-Stack Developer Interview Questions

    Full-stack interview questions traced to your JD - UI, APIs, and delivery. Free preview, $2 full kit with Foundational Questions and outlines.

  6. Data Scientist Interview Questions

    Data science interview prep from your JD: experimentation, modeling, metrics, and stakeholder communication. Preview 3 questions free.

  7. Machine Learning Engineer Interview Questions

    ML engineer interview prep: training pipelines, serving, evaluation, and safety. JD-traced kit with Foundational Questions - paste your posting for a role-specific kit.

  8. Data Analyst Interview Questions

    Analyst interview prep from your JD: SQL, dashboards, metrics definitions, and stakeholder questions. $2 kit with outlines.

  9. Product Manager Interview Questions

    PM interview prep traced to your JD: prioritization, discovery, metrics, and execution stories. Free preview, $2 full kit.

  10. Business Analyst Interview Questions

    BA interview prep from your job description: requirements, process mapping, stakeholders, and delivery. Preview 3 questions free.

  11. DevOps / SRE Interview Questions

    DevOps/SRE interview prep: CI/CD, reliability, incidents, and infrastructure from your job description. $2 traced kit.

  12. QA / Test Engineer Interview Questions

    QA interview prep from your JD: test strategy, automation, release quality, and bug advocacy. Free 3-question preview.

  13. Cybersecurity Analyst Interview Questions

    Security analyst interview questions from your JD: threats, incidents, controls, and communication. JD-traced kit $2.

  14. UX Designer Interview Questions

    UX interview prep from your posting: research, flows, critique, and collaboration. Sample questions + $2 JD kit.

  15. Marketing Manager Interview Questions

    Marketing interview prep traced to your job description: campaigns, metrics, brand, and cross-team execution. Preview free.

  16. Accountant Interview Questions

    Accounting interview prep from your JD: close process, controls, reporting, and standards. $2 role-specific question kit.

  17. Financial Analyst Interview Questions

    Financial analyst interview prep: models, forecasting, variance analysis from your JD. Free preview, $2 full kit.

  18. Registered Nurse Interview Questions

    Nurse interview prep from your job description: clinical scenarios, safety, teamwork, and patient communication. Preview 3 free.

  19. Civil Engineer Interview Questions

    Civil engineering interview prep from your JD: design, codes, site issues, and project delivery. $2 traced question kit.

  20. Project Manager Interview Questions

    Project manager interview prep: scope, risks, stakeholders, and delivery from your job description. Free preview.

  21. Customer Success Manager Interview Questions

    CSM interview prep from your JD: onboarding, retention, expansion, and difficult accounts. $2 kit with outlines.

  22. Sales Representative Interview Questions

    Sales rep interview prep from your JD: discovery, objection handling, pipeline, and quota stories. Preview 3 questions free.

  23. HR Generalist Interview Questions

    HR interview prep from your posting: employee relations, policy, hiring support, and confidentiality. $2 traced kit.

  24. Operations Manager Interview Questions

    Operations interview prep from your JD: process, metrics, teams, and continuous improvement. Free 3-question preview.

  25. Data Engineer Interview Questions

    Data engineering interview prep from your JD: pipelines, warehousing, orchestration, and data quality. Preview 3 questions free, $2 full kit.

  26. Cloud Engineer Interview Questions

    Cloud engineer interview prep from your JD: AWS/Azure/GCP, IaC, networking, and cost. $2 JD-traced question kit.

  27. iOS Developer Interview Questions

    iOS interview prep from your JD: Swift, UIKit/SwiftUI, performance, and App Store delivery. Free 3-question preview.

  28. Android Developer Interview Questions

    Android interview prep from your JD: Kotlin, Jetpack, performance, and Play Store releases. $2 traced kit.

  29. Scrum Master Interview Questions

    Scrum Master interview prep from your job description: facilitation, impediments, and agile delivery. Preview 3 free.

  30. Technical Program Manager Interview Questions

    Technical Program Manager interview prep from your JD: cross-team delivery, risks, and technical depth. $2 kit.

  31. Solutions Architect Interview Questions

    Solutions architect interview prep from your JD: customer-facing design, integrations, and cloud patterns. Free preview.

  32. Supply Chain Manager Interview Questions

    Supply chain interview prep from your job description: planning, vendors, inventory, and disruption response. $2 kit.

  33. Mechanical Engineer Interview Questions

    Mechanical engineering interview prep from your JD: design, materials, manufacturing, and FEA basics. Preview 3 free.

  34. Teacher Interview Questions

    Teacher interview prep from your job description: classroom management, pedagogy, and district fit. $2 traced kit.

  35. Executive Assistant Interview Questions

    Executive assistant interview prep from your JD: calendars, discretion, travel, and executive support. Free preview.

  36. Pharmacist Interview Questions

    Pharmacist interview prep from your JD: clinical checks, workflow, compliance, and patient counseling. $2 kit.

By industry

Sector context for tech, healthcare, finance, consulting, and beyond - compliance, pace, and customer norms - without replacing your job description as the source of truth.

  1. Technology Industry Interview Prep

    Software and tech interview prep from your JD: coding, system design, product sense, and culture. Role-specific kit - preview 3 questions free.

  2. Finance & Banking Interview Prep

    Finance interview prep from your job description: markets, risk, controls, and client scenarios. $2 JD-traced question kit.

  3. Healthcare Interview Prep

    Healthcare interview prep from your JD: patient safety, compliance, teamwork, and role-specific scenarios. Preview 3 questions free.

  4. Consulting Interview Prep

    Consulting interview prep from your job description: cases, structured thinking, and client scenarios. JD-traced kit for $2.

  5. Engineering & Construction Interview Prep

    Civil, structural, and construction interview prep from your JD: codes, site safety, and project delivery. $2 question kit.

  6. Retail & E-commerce Interview Prep

    Retail interview prep from your job description: seasonality, CX, inventory, and digital growth. Preview 3 questions free.

  7. Education Industry Interview Prep

    Education interview prep from your job description: pedagogy, student outcomes, and district culture. Preview 3 free.

  8. Government & Public Sector Interview Prep

    Government interview prep from your JD: policy, public service, compliance, and structured panels. $2 traced kit.

  9. Manufacturing Industry Interview Prep

    Manufacturing interview prep from your JD: safety, lean, quality systems, and throughput. Free 3-question preview.

  10. Legal Industry Interview Prep

    Legal interview prep from your job description: matter judgment, ethics, and client scenarios. $2 kit.

  11. Hospitality Industry Interview Prep

    Hospitality interview prep from your JD: guest experience, operations, and high-pressure service. Preview free.

  12. Logistics & Supply Chain Interview Prep

    Logistics interview prep from your job description: network design, carriers, WMS, and SLA performance. $2 kit.

By interview type

Format-focused guides: phone screens, behavioral, system design, case, panel, video, and more - so you prepare for the round you are actually walking into.

  1. Behavioral Interview Questions

    Behavioral interview prep from your job description: map competencies in the posting to STAR stories. JD-traced kit with outlines - $2.

  2. System Design Interview Questions

    System design interview prep from your JD: distributed systems topics your posting emphasizes. Sample questions + $2 traced kit.

  3. Phone Screen Interview Questions

    Phone screen prep from your job description: recruiter screens, hiring manager intros, and early technical filters. Preview 3 free.

  4. Fresh Graduate Interview Questions

    First job interview prep from your JD: projects, internships, fundamentals, and learning agility. $2 role-specific kit.

  5. Career Switcher Interview Questions

    Career switcher interview prep from your new field's job description: transferable skills, motivation, and gap closure. Preview free.

  6. Technical Interview Prep

    Technical interview prep from your JD: coding, domain drills, and whiteboard sessions weighted to your posting. $2 traced kit.

  7. Non-Technical Interview Prep

    Non-technical interview prep from your job description: scenarios, judgment, and communication. JD-traced questions for $2.

  8. Hiring Manager Interview Questions

    Hiring manager interview prep: team fit, execution, and role expectations traced to your JD. Preview 3 questions free.

  9. Case Interview Questions

    Case interview prep from your job description: market sizing, profitability, and strategy cases weighted to your posting. $2 kit.

  10. Video Interview Prep

    Video interview prep from your job description: Zoom/Teams setup, async video, and remote presence. Preview 3 free.

  11. Internship Interview Questions

    Internship interview prep from your JD: projects, curiosity, and fundamentals. Free 3-question preview, $2 full kit.

  12. Second Interview Questions

    Second interview prep from your job description: team fit, deeper technicals, and executive exposure. $2 traced kit.

  13. Situational Interview Questions

    Situational interview prep from your JD: hypothetical judgment calls mapped to role duties. Preview 3 free.

  14. Panel Interview Questions

    Panel interview prep from your job description: eye contact, brevity, and cross-functional stakeholders. $2 kit.

Guides FAQ

  1. How is Learn different from these guides?

    Learn is a sequential long-form module - chapters in order, meant to be read. Guides are short pages by role, industry, or interview type. Use Learn for the skill - use a guide when you need a specific role or round.

  2. How is a guide different from a JD-traced kit?

    Guides teach patterns by role, industry, or interview type. A kit is generated only from the job description you paste - your 20 questions, follow-ups, outlines, and 20 Foundational Questions. Guides orient you - the kit is your specific prep.

  3. Do I need an account?

    No. Paste a job description, preview 3 questions free, and unlock the full kit for $2 one time. No login, no newsletter gate.

  4. Can I use these guides the night before an interview?

    Yes - skim the round map and common mistakes for your path, then generate a kit from your posting and revise the outlines. Pair with our last-minute prep page if time is tight.

  5. Are sample questions the same as my interview?

    No. Samples are illustrative of question types. Your real kit questions are traced to the posting you paste - not pulled from a shared bank.

  6. What about privacy?

    We do not require an account. Free previews are short-lived on our servers - paid kits stay on your personal link for a limited window. Download the .txt for a permanent copy. See Privacy for details.

When you have a posting

  1. Generate questions from that job description - free preview, $2 for the full kit. No account. Paste a job description.