Professional networking platform with rich data and ML-driven recommendations.
4 Rounds
~21 Days
Hard
The Interview Loop
Recruiter Screen (30 min)
Standard fit check, behavioral questions, and resume overview.
Technical Loop (3-4 Rounds)
Deep dive into domain knowledge, coding, and system design.
Interview Question Bank
Data Scientist
•
Technical
•
medium
What features and models would you use to detect fake profiles or spam accounts on LinkedIn?
#Classification
#Anomaly Detection
#Feature Engineering
Data Scientist
•
Technical
•
medium
How would you build a model to predict which users are likely to churn from their LinkedIn Premium subscription?
#Churn Prediction
#Survival Analysis
#Classification
Data Scientist
•
Technical
•
hard
Explain how you would extract and normalize skills from a raw text resume.
#NLP
#Named Entity Recognition
#Embeddings
Difficulty Radar
Based on recent AI-sourced data.
Meet Your Interviewers
The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
SimulateUnwritten Rules
Think Out Loud
Always explain your thought process before writing code or drawing architecture.