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Amazon · Data Scientist

Amazon Data Scientist Preparation

Roadmap for Data Scientist at Amazon.

6 weeksDifficulty: High3 modules
Start PracticingTake Mock Interview

Progress Tracker

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0/3 modules completed

Role Overview

Skills, expectations, and the interview flow for Amazon Data Scientist.

Skills Required

  • Statistics and probability
  • ML model evaluation
  • Data pipelines and SQL
  • Storytelling with data

Interview Rounds

  • Screening
  • Technical
  • System Design
  • Behavioral

Expectations

  • Clear problem solving
  • Clean, testable code
  • Structured communication

Salary Range

12–32 LPA

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Structured Roadmap

Follow these steps in order to build mastery and interview readiness.

1

Fundamentals

Strengthen core concepts and basic tooling.

Learn: Core concepts, Basics overview
Practice: Beginner problems
Test: Beginner quiz
Apply: Mini task
2

Core Technologies

Go deep into the primary stack for the role.

Learn: Key frameworks, State and architecture
Practice: Medium problems
Test: Core tech quiz
Apply: Build a small feature
3

Advanced Concepts

Master scalability, design, and performance.

Learn: System design, Performance
Practice: Advanced problems
Test: Advanced quiz
Apply: Case study
4

Interview Preparation

Company-tagged questions and structured answers.

Learn: Interview strategy
Practice: Company questions
Test: Mock interview
Apply: Behavioral prep
5

Mock + Apply

Simulate interviews and prepare applications.

Learn: Resume tips
Practice: Mock interview
Test: Feedback review
Apply: Jobs & applications

Preparation Roadmap

Follow the learn → practice → quiz sequence for each topic.

Start with Data Structures

Data Structures

Arrays, trees, graphs, and hashing.

Open Topic

learn

Data Structures Essentials

Focus on data structures fundamentals for this role.

System Design

Scalability, architecture, and trade-offs.

Open Topic

practice

System Design Essentials

Focus on system design fundamentals for this role.

5 questions

Behavioral

Leadership and communication scenarios.

Open Topic

practice

Behavioral Essentials

Focus on behavioral fundamentals for this role.

5 questions

Next Best Topic

Based on the roadmap, start with Data Structures to build momentum.

Start Data Structures

Open Roles

Curated job matches with readiness score from your roadmap progress.

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