Role tracks
A track is a curated path through the subject sections for one role, in the order a real interview loop tends to run. Tracks reference sections rather than owning content, so a question written once appears in every track it is relevant to.
The full loop for a JVM backend role: coding, Java and Spring depth, databases, service design, and the behavioural round.
8 sections · 115 questions
Backend Engineer — PythonPython-stack backend loop, weighted toward runtime behaviour, Django or FastAPI, and data-adjacent questions.
7 sections · 100 questions
Backend Engineer — Node.jsNode and TypeScript service loop, where the event loop and type modelling carry most of the technical weight.
7 sections · 98 questions
Backend Engineer — .NETMicrosoft-stack loop covering C# semantics, ASP.NET Core internals, EF Core, and SQL Server-leaning data questions.
7 sections · 98 questions
Frontend EngineerBrowser-platform depth, framework rounds, a frontend system design round, and the accessibility and performance questions that follow.
5 sections · 72 questions
Full-stack EngineerBoth ends of the stack at moderate depth, with the integration and API-boundary questions specific to full-stack loops.
7 sections · 102 questions
DevOps / SREInfrastructure, pipelines, Kubernetes, and the reliability and incident-response judgement that defines the SRE round.
6 sections · 78 questions
Database Engineer / DBADeep SQL, indexing and plan reading, transactions and isolation, plus the operational and recovery scenarios DBAs are hired for.
5 sections · 62 questions
QA Automation / SDETAutomation framework design, tool depth, the SDET coding round, and CI integration.
6 sections · 89 questions
QA Manual / FunctionalTest design craft, STLC vocabulary, defect management, and the judgement scenarios that separate testers from clickers.
4 sections · 57 questions
Performance EngineerWorkload modelling, load-tool depth, and the cross-stack analysis needed to locate a bottleneck rather than report a number.
7 sections · 101 questions
Data EngineerPipelines, Spark and warehousing, SQL depth, and the modelling and orchestration questions specific to data platforms.
8 sections · 106 questions
ML / AI EngineerML fundamentals and evaluation discipline, MLOps, and the LLM and RAG questions now standard in AI-product loops.
6 sections · 79 questions
Solution / Enterprise ArchitectTrade-off defence, NFRs, modernisation sequencing, and the stakeholder and cost conversations architects are actually assessed on.
12 sections · 150 questions
Presales / Solution EngineerDiscovery, proposal and RFP work, demo storytelling, commercials, and live objection-handling role-plays.
10 sections · 130 questions
Business AnalystElicitation technique, documentation artefacts, process modelling, and the stakeholder scenarios BA interviews centre on.
11 sections · 140 questions
Product ManagerProduct sense, analytical and metrics rounds, execution trade-offs, and strategy, each with its scoring rubric spelled out.
8 sections · 102 questions
Scrum Master / Agile CoachGuide-accurate framework recall to pass the screen, plus the facilitation and conflict scenarios that decide the offer.
5 sections · 65 questions
Engineering ManagerPeople scenarios, delivery judgement, hiring calibration, and retained technical credibility across a mixed loop.
6 sections · 80 questions
Fresher / CampusThe entry-level loop: CS core subjects, DSA, one language in depth, and the HR round that campus candidates treat as an afterthought.
6 sections · 85 questions