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Interview questions from top companies, mapped to the exact round they show up in. Prep for what you will actually face.

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Online AssessmentDSA / CodingMachine CodingLow-Level Design

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The Loop aggregates publicly shared interview experiences and curated commonly-asked questions, each labeled with its source. Not affiliated with any company listed.

CC BY-NC 4.0 · © 2026

← NTT Data

Mid Full-stack at NTT Data

Full-stackMidRejected◆ Commonly asked· 2023

Campus-style mid fullstack interview. Screening test, technical round, then a managerial and HR conversation.

The loop · 5 rounds

01

Round 01 · 3 questions

Online Assessment

Timed online coding / aptitude screen, usually the first filter.

  • Quantitative aptitude: ratio, proportion and averages.
    MidEasy◆ Commonly asked
    #aptitude
    PracticeGeeksforGeeks↗Search↗
  • Quantitative aptitude: permutations, combinations and probability.
    MidMedium◆ Commonly asked
    #aptitude
    PracticeGeeksforGeeks↗Search↗
  • Logical reasoning: data interpretation from charts and tables.
    MidMedium◆ Commonly asked
    #reasoning
    PracticeGeeksforGeeks↗Search↗
02

Round 02 · 2 questions

DSA / Coding

Data structures & algorithms on a whiteboard or shared editor.

  • Reverse a linked list.
    MidMedium◆ Commonly asked
    #linked-list
    PracticeLeetCode↗GeeksforGeeks↗
  • Find the second-largest element in an array.
    MidEasy◆ Commonly asked
    #array
    PracticeGeeksforGeeks↗Search↗
03

Round 03 · 4 questions

Tech Deep-Dive

Deep questions on your core stack and fundamentals.

  • What is a deadlock and how do you prevent it?
    MidMedium◆ Commonly asked
    #os
    PracticeGeeksforGeeks↗Search↗
  • Difference between == and equals() in Java.
    MidEasy◆ Commonly asked
    #java
    PracticeGeeksforGeeks↗Search↗
  • What happens when you type a URL into a browser?
    MidMedium◆ Commonly asked
    #networking
    PracticeGeeksforGeeks↗Search↗
  • Explain SQL joins: inner, left, right and full outer.
    MidEasy◆ Commonly asked
    #sql
    PracticeGeeksforGeeks↗Search↗
04

Round 04 · 2 questions

Hiring Manager

Scope, ownership, and role-fit discussion with the manager.

  • What would you do if you disagreed with your project lead?
    Mid◆ Commonly asked
  • How do you estimate the effort for a module assigned to you?
    Mid◆ Commonly asked
05

Round 05 · 3 questions

Behavioral / HR

Values, collaboration, and past-experience (STAR) questions.

  • Are you willing to relocate anywhere in India?
    Mid◆ Commonly asked
  • What are your interests outside academics?
    Mid◆ Commonly asked
  • What do you know about our company and the services we provide?
    Mid◆ Commonly asked

Practice each round across every company

  • Online Assessment
  • DSA / Coding
  • Tech Deep-Dive
  • Hiring Manager
  • Behavioral / HR

◆ This experience is composed from commonly reported questions for this role and level. Real, individually-shared interviews will be layered in over time.