Swiggy
Leading Indian food delivery aggregator with complex real-time logistics.
4 Rounds
~15 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
•
System Design
•
hard
Design an ETA (Estimated Time of Arrival) prediction system for Swiggy food delivery.
#Machine Learning Architecture
#Real-time Systems
#Regression
#Feature Engineering
Data Scientist
•
System Design
•
medium
Explain how you would build a recommendation engine for Swiggy Instamart to cross-sell items during checkout.
#Recommender Systems
#Collaborative Filtering
#Market Basket Analysis
#Deep Learning
Data Scientist
•
System Design
•
hard
How would you build a search ranking algorithm for restaurants when a user searches for a generic term like 'Biryani'?
#Information Retrieval
#Learning to Rank
#Personalization
#NLP
Data Scientist
•
System Design
•
hard
Design a system to predict whether an ongoing order will be delayed, so proactive communication can be sent to the customer.
#Streaming Data
#Event-driven Architecture
#Classification
#Kafka
Data Scientist
•
System Design
•
hard
Design a system to suggest autocomplete queries as a user types in the Swiggy search bar, considering their past order history.
#Trie Data Structure
#Caching
#Personalization
#Low Latency
Difficulty Radar
Based on recent AI-sourced data.
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The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
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