Interview guides by role

Round-by-round interview breakdowns for 38 tech roles. Each guide covers the questions you’ll face, example answers, preparation timelines, common mistakes, and what hiring managers actually evaluate.

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Engineering
Software Engineer
System design rounds, coding interviews, behavioral questions, and what top companies evaluate beyond algorithms.
Interview guide
Junior Software Engineer
What to expect in entry-level SWE interviews, how to talk about projects, and compensating for limited experience.
Interview guide
Full Stack Engineer
Frontend-to-backend technical depth, system design for full stack, and demonstrating end-to-end ownership.
Interview guide
Frontend Engineer
DOM manipulation, React internals, performance optimization, and the UI coding challenges you’ll face.
Interview guide
Backend Engineer
API design, database modeling, distributed systems questions, and scaling discussions interviewers love.
Interview guide
DevOps Engineer
CI/CD pipeline design, infrastructure scenarios, incident response questions, and live troubleshooting rounds.
Interview guide
QA Engineer
Test strategy design, automation framework questions, bug triage scenarios, and demonstrating quality mindset.
Interview guide
Cloud Engineer
Architecture whiteboarding, multi-cloud questions, cost optimization scenarios, and hands-on lab rounds.
Interview guide
Cybersecurity Engineer
Threat modeling exercises, incident response scenarios, security architecture questions, and CTF-style challenges.
Interview guide
iOS Developer
Swift coding challenges, UIKit vs SwiftUI questions, app architecture discussions, and take-home project tips.
Interview guide
Android Developer
Kotlin challenges, Jetpack Compose questions, app lifecycle deep-dives, and what mobile teams evaluate.
Interview guide
Site Reliability Engineer
On-call scenarios, SLO design questions, production debugging exercises, and the SRE-specific coding bar.
Interview guide
Database Administrator
Query optimization challenges, backup/recovery scenarios, replication questions, and performance tuning exercises.
Interview guide
AI & Machine Learning
AI Engineer
RAG architecture design, LLM evaluation questions, prompt engineering exercises, and production AI system discussions.
Interview guide
Machine Learning Engineer
ML system design, model training deep-dives, feature engineering questions, and MLOps pipeline discussions.
Interview guide
Prompt Engineer
Live prompting exercises, eval framework design, red-teaming scenarios, and demonstrating systematic thinking.
Interview guide
Data Scientist
Statistics questions, ML case studies, A/B testing scenarios, and communicating technical results to stakeholders.
Interview guide
Data & Analytics
Data Analyst
SQL challenges, case study walkthroughs, metric definition questions, and presenting analysis under pressure.
Interview guide
Junior Data Analyst
Entry-level SQL tests, Excel/Sheets exercises, portfolio presentation tips, and handling the “no experience” gap.
Interview guide
Data Engineer
Pipeline design questions, SQL optimization, Spark/Airflow scenarios, and data modeling whiteboard rounds.
Interview guide
Junior Data Engineer
Basic ETL questions, SQL proficiency tests, dbt fundamentals, and showing potential over production experience.
Interview guide
Analytics Engineer
dbt modeling challenges, metrics layer design, data quality questions, and the hybrid analytics-engineering bar.
Interview guide
BI Analyst
Dashboard design exercises, stakeholder requirement scenarios, Tableau/Power BI proficiency, and strategic BI thinking.
Interview guide
Business Analyst
Requirements gathering exercises, process modeling questions, stakeholder conflict scenarios, and case interviews.
Interview guide
Design
UX Designer
Portfolio review tips, whiteboard design challenges, critique exercises, and what design teams evaluate beyond Figma skills.
Interview guide
Product Designer
App critique rounds, design system questions, cross-functional collaboration scenarios, and end-to-end case studies.
Interview guide
Business & Sales
Product Manager
Product sense cases, estimation questions, metrics frameworks, and the strategy-execution balance interviewers test.
Interview guide
Business Development Representative
Mock cold calls, objection handling scenarios, pipeline math questions, and demonstrating sales hunger.
Interview guide
Infrastructure & Security
Network Engineer
Subnetting exercises, routing protocol questions, network troubleshooting scenarios, and lab-based assessments.
Interview guide
Systems Administrator
Linux/Windows troubleshooting, Active Directory questions, scripting challenges, and on-the-spot problem solving.
Interview guide
Security Analyst
Log analysis exercises, threat triage scenarios, SIEM questions, and demonstrating a security-first mindset.
Interview guide
Solutions Architect
Architecture whiteboarding, client scenario role-plays, technical deep-dives, and the pre-sales communication bar.
Interview guide
Management & Leadership
Engineering Manager
Leadership scenarios, team-building questions, conflict resolution exercises, and the technical-management balance.
Interview guide
Program Manager
Cross-team coordination scenarios, stakeholder management questions, and demonstrating program-level thinking.
Interview guide
Project Manager
Timeline estimation exercises, risk management scenarios, Agile vs Waterfall questions, and delivery track record.
Interview guide
Technical Program Manager
Technical depth questions, program execution scenarios, and proving you can bridge engineering and business.
Interview guide
Scrum Master
Agile ceremony facilitation scenarios, team dysfunction questions, and demonstrating servant leadership in action.
Interview guide
IT Support / Help Desk
Troubleshooting walkthroughs, customer service scenarios, ticket prioritization exercises, and technical knowledge checks.
Interview guide

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