Interview Tracks
Simulate a real interview loop with structured rounds, timed questions, and a full report at the end.
FREE60 min
Senior Data Engineer — Full Loop
Senior Data Engineer
Simulate a complete interview loop for a Senior DE role: phone screen, technical deep dive, system design, and behavioral rounds.
R1Phone Screen2q
R2Technical Deep Dive3q
R3System Design1q
R4Behavioral2q
PREMIUM60 min
AI/ML Engineer — Full Loop
AI/ML Engineer
End-to-end interview simulation for an AI/ML Engineer: ML fundamentals, LLM & RAG deep dive, system design, and behavioral rounds.
R1ML Fundamentals Screen2q
R2LLM & RAG Deep Dive3q
R3ML System Design1q
R4Behavioral2q
PREMIUM45 min
Spark & Pipeline Specialist
Data Engineer (Spark Focus)
Focused drill on Spark internals, PySpark optimization, and ETL pipeline architecture. All medium-hard difficulty.
R1Spark Fundamentals2q
R2Spark Optimization2q
R3Pipeline Design2q
FREE15 min
Quick Practice — 15 min
Any Level
A fast mixed-topic session for when you only have 15 minutes. One question from each type: conceptual, scenario, system design, and behavioral.
R1Quick Round4q