How would you design an ETA prediction system?

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Quick Overview

This question evaluates a data scientist's capability to design an end-to-end ETA prediction system, testing competencies in machine learning modeling, feature engineering, data labeling, evaluation metrics, and production concerns like real-time serving and monitoring (Machine Learning domain).

How would you design an ETA prediction system?

Company: Uber

Role: Data Scientist

Category: Machine Learning

Difficulty: easy

Interview Round: Technical Screen

Overview: This question evaluates a data scientist's capability to design an end-to-end ETA prediction system, testing competencies in machine learning modeling, feature engineering, data labeling, evaluation metrics, and production concerns like real-time serving and monitoring (Machine Learning domain).

Read the full Uber Data Scientist interview experience this question came from

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Uber
Feb 6, 2026
easyData ScientistTechnical ScreenMachine Learning
10
0
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