Dataford
Interview QuestionsInterview GuidesExperiencesCoaching
New
Pricing
Get started
Dataford
Popular roles
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Browse
Browse All RolesEvery role hub, from analyst to MLBrowse All CompaniesCompany-specific interview loopsAll Interview GuidesThe full guide library
Top questions by role
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Top questions by skill
SQLPythonStatisticsMachine LearningA/B TestingSystem DesignGenerative AIProduct SenseMetricsBehavioral
Browse all questions →Try a mock interview
Experiences
Practice
Mock InterviewsTimed interview simulations with feedbackCoaching1:1 coaching with people at your target companiesSuccess PathYour 6-week structured planModulesCurated lessons by topicWebinarsTalks from ex-Big Tech data leadsPlaygroundA free-form scratch editor
Learn
BlogInterview strategy and career adviceTech Job Market ReportHiring trends across data and AI rolesFor UniversitiesDataford for career centersAbout DatafordWho we are and how we build
Pricing
Build my plan
Interview Guides/NTT DATA
NTT DATA logo
NTT DATACompany guide
Updated weekly · Reviewed by the Dataford team

NTT DATA interview process & guide 2026

Interview difficulty 4.4 / 10Based on 577 interview reports

Everything we know about interviewing at NTT DATA: the process stage by stage, what each round tests, compensation by level, and reports from candidates who interviewed.

Software EngineerConsultantData AnalystBusiness AnalystProject ManagerQA Engineer

At a glance

4.4/ 10
Interview difficulty 4.4 / 10
Rated by candidates who reported interviewing here. Harder than 34% of companies we track.
39
Role guides
577
Interview reports
12
Topics tracked
$114k
Median total comp
5 rounds
  1. 1
    Recruiter or HR screening call
  2. 2
    Technical assessment (coding and/or SQL related tests)
  3. 3
    Managerial interview and/or technical interview with a manager
  4. 4
    Group assessment (teamwork and communication)
  5. 5
    Practical evaluation and/or final client round
01 · Overview

Interviewing at NTT DATA

NTT DATA runs a multi-step loop that mixes recruiter and HR screening with technical rounds, plus role-fit conversations and sometimes group or practical assessments. Across reported steps, you should expect hands-on evaluation, scenario-based discussion, and stakeholder-style communication, not just a single interview.

The technical topics that show up most often in the interview question data are SQL (percentile 100), Python (percentile 97), multi-cloud architecture (percentile 100), cloud fundamentals (percentile 100), and integration experience (percentile 100). The most prominent soft-skill areas are stakeholder communication (percentile 84), scenario-based problem solving (percentile 74), and project management (percentile 100), with critical thinking (percentile 100) also appearing strongly.

The process also includes security incident response (percentile 100) and data science and machine learning engineering topics (both percentile 100), plus hiring stages that explicitly include a technical round with technical skills (percentile 100). Based on candidate reports, positive sentiment is 62.6%, difficulty is mostly medium (56.2%) with smaller shares of easy (34.6%), hard (8.2%), and very hard (1.0%), and the reported offer rate is 0.0% in the dataset.

Good to know

Your best signal from this data is that NTT DATA weights cloud and architecture plus SQL and Python very heavily, while also testing scenario-based and stakeholder communication skills across multiple stages, including managerial and group-style assessments.

02 · Difficulty and outcomes

How hard is the NTT DATA interview?

Aggregated from 577 interview experiences
Difficulty mix
Easy34%
Medium57%
Hard9%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
54%about 1 in 2

About 1 in 2 candidates with a known outcome convert.

310 offers across 573 reports with a stated outcome.
Experience sentiment
63%positive
Positive 63%Neutral 20%Negative 17%
03 · The loop

The interview process, end to end

5 rounds · based on 577 candidate reports
  1. 1
    Recruiter or HR screening call

    You have an initial conversational screening focused on your background, experience, motivation, and cultural alignment. Some candidates also mention salary expectations being discussed at this point.

    Short call, scheduling-dependent · career motivation · communication · role fit
  2. 2
    Technical assessment (coding and/or SQL related tests)

    A core technical phase evaluates hands-on ability, with Python and machine learning or agentic AI concepts referenced in the reported description. Reports mention online coding challenges, SQL or Power BI tests, and virtual assessments, sometimes as part of an online assessment step.

    Often early in the loop · Python coding · SQL skills · technical foundations
  3. 3
    Managerial interview and/or technical interview with a manager

    You may get a managerial and behavioral interview that includes scenario-based problem solving and system design style discussion, with an emphasis on communication and teamwork. Some paths describe a deep-dive technical interview led by an area manager or delivery director, including scenario-based problem solving.

    Scheduling-dependent · scenario-based problem solving · system design thinking · stakeholder communication
  4. 4
    Group assessment (teamwork and communication)

    Some roles report a group assessment where you complete a structured team-based case study or presentation. The goal is to evaluate teamwork and communication skills.

    1 session · teamwork · collaboration · communication
  5. 5
    Practical evaluation and/or final client round

    Some candidates complete a take-home test or Proof of Concept assignment, and may also do a demo presentation with a technical panel. A final client round or end-client check is reported in some paths to validate technical profile and interpersonal fit.

    Scheduling-dependent · practical technical execution · architecture and integration reasoning · presentation and defense
04 · Topic breakdown

What NTT DATA actually tests for

How prominent each skill is across reported loops
97%
SQL
92%
Python
79%
Java
75%
Databricks
67%
Stakeholder Management
65%
Cross-Functional Collaboration
49%
Problem Solving
44%
Stakeholder Communication
42%
Requirements Gathering
39%
Kotlin
38%
Data Governance
28%
Performance Optimization
Tested less
Tested more
05 · Role guides

Find the guide for your role

This is your next step: open the guide for the role you are interviewing for. Each one carries the questions NTT DATA interviewers actually ask that position, the loop structure, and pay by level.

Most reported roles
Software Engineer
$44k-$566k total comp
Real questions · Loop structure · Pay bands
Open the guide
Consultant
$47k-$1000k total comp
Real questions · Loop structure · Pay bands
Open the guide
Data Analyst
$41k-$70k total comp
Real questions · Loop structure · Pay bands
Open the guide
Showing 12 of 39 role guides
Account Executive
Questions and loop structure
Open guide
Agentic AI Engineer
$131k-$521k
Open guide
AI Architect
$77k-$900k
Open guide
AI Engineer
$25k-$220k
Open guide
Backend Engineer
$0k-$182k
Open guide
Business Analyst
$42k-$124k
Open guide
Business Intelligence Analyst
Questions and loop structure
Open guide
Cloud Engineer
$52k-$118k
Open guide
Customer Success Engineer
$25k-$53k
Open guide

Real interview experiences

What candidates said about the loop, difficulty, and outcomes, straight from recent reports for these roles.

Backend EngineerCloud EngineerConsultantFrontend EngineerFull Stack EngineerSoftware Engineer
06 · Compensation

What NTT DATA pays, by level

Estimated total compensation: base salary plus stock and annual cash bonus.

Median $114k
Level$0kTotal comp range$1000kTotal
All levels
Base $25k-$914k
$25k-$1000k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
07 · Insider tips

What separates offers from rejections

Patterns from candidates who got offers, and the mistakes that most often sink a loop.

Do this

  • Prepare to write or solve problems that use Python and SQL, since both appear at the top of the topic distribution (Python 97th percentile, SQL 100th percentile). Practice presenting your reasoning, not just the final answer.
  • Have a clear story for project work and stakeholder communication, because project management (100th percentile) and stakeholder communication (84th percentile) are repeatedly emphasized in the topics and show up in scenario-based formats.
  • Be ready to discuss multi-cloud architecture and cloud fundamentals across AWS, Azure, and GCP, since multi-cloud architecture (100th percentile) and cloud platform fundamentals (100th percentile) are prominent.
  • If there is a take-home, POC, demo, or group assessment in your path, plan to defend your approach in a structured way, because practical evaluation and group sessions are reported as part of the overall process.

Avoid this

  • Do not focus only on generic algorithms or purely theoretical answers. The reported topics emphasize SQL, Python, cloud and multi-cloud architecture, and integration experience.
  • Do not treat the soft-skill parts as optional. Scenario-based problem solving, stakeholder communication, critical thinking, and project management are all prominent in the topic data.
  • Do not assume feedback or timelines will be smooth. Candidate reports mention process friction, lack of feedback, irregular timelines, and cases where a role froze or stalled after interviews.
  • Do not underestimate security topics if your role path touches them. Security incident response appears at the top of the topic distribution (percentile 100).
08 · FAQ

NTT DATA interview FAQ

Answered from real candidate and workplace data
How hard is the interview process here?

In the candidate reports, difficulty is mostly medium at 56.2%, with 34.6% easy, 8.2% hard, and 1.0% very hard. This suggests you should be ready for a baseline technical bar plus some segments that can feel demanding.

Do candidates get offers, and what is the offer rate in the data?

The reported offer rate in the dataset is 0.0%. The reports also show 62.6% positive sentiment overall, meaning people often described the process as fair or respectful even when outcomes were not offers.

What technical topics should I prioritize most?

Prioritize SQL (percentile 100) and multi-cloud architecture (percentile 100), then cloud fundamentals across AWS/Azure/GCP (percentile 100) and integration experience (percentile 100). Python is also very prominent (percentile 97).

Is there a practical test or take-home at NTT DATA?

Yes, practical evaluation is reported by multiple roles (2 roles) and can include a technical take-home test or a Proof of Concept assignment. Some candidates also reported async assessments like building and presenting an analysis notebook, depending on the path.

How much do soft skills matter?

They matter a lot in the topics and in the reported steps. Scenario-based problem solving (percentile 74), stakeholder communication (84), project management (100), and critical thinking (100) show up, including in managerial and group assessment formats.

If I do well in early rounds, can the process still stall?

Yes. Candidate reports describe long delays, gaps in updates, and at least one case where roles were frozen internally after initial interviews, stopping the process.

09 · In their words

What people say about NTT DATA

Verbatim snippets from employee and candidate reviews
“The work environment is positive, supported by flexible hours and great colleagues.”
Software Engineer4.0
“The salary could be improved.”
Software Engineer4.0
“The salary is low, and there is a lack of management support for discussions.”
Software Engineer3.0
“Management should create opportunities for team members to share their experiences.”
Software Engineer3.0
“NTT DATA is a solid choice for developers seeking growth opportunities.”
Software Engineer3.0
“My experience has been excellent so far, and I hope it continues this way.”
Software Engineer5.0
10 · Keep prepping

Related company guides

Companies that hire for the same roles
OpenAI44 guidesAffirm39 guidesPinterest39 guidesS&P Global38 guidesInc.37 guidesInstacart36 guides
On this page0% read
OverviewHow hard is it?The interview processWhat NTT DATA evaluatesQuestions and role guidesCompensation by levelInsider tipsFAQWhat people sayRelated guides
Prep for NTT DATA with a plan

A day by day plan built from this guide, with the questions NTT DATA actually asks.

Build my plan

Ready for your NTT DATA interview?

Practice the exact questions from this guide with AI feedback, and walk into your loop knowing what to expect.

Start practicing freeView pricing
Keep exploring

Browse every guide, role and company

Roles at NTT DATA
NTT DATA Account ExecutiveNTT DATA Agentic AI EngineerNTT DATA AI ArchitectNTT DATA AI EngineerNTT DATA Backend EngineerAll 39 roles
NTT DATA prep plans
NTT DATA Interview QuestionsNTT DATA Software Engineer Interview QuestionsNTT DATA Data Analyst Interview QuestionsNTT DATA Business Analyst Interview QuestionsNTT DATA Consultant Interview QuestionsNTT DATA QA Engineer Interview QuestionsNTT DATA AI Engineer Interview QuestionsNTT DATA Project Manager Interview QuestionsAll prep collections
Other companies
OpenAI interview questionsAffirm interview questionsPinterest interview questionsS&P Global interview questionsInc. interview questionsBrowse all companies
Keep exploring
All interview guidesPractice questionsBrowse companies
Dataford

Interview guides, real questions, and mock interviews for tech roles.

Interview Prep

Interview GuidesInterview QuestionsInterview ExperiencesMock InterviewsPersonalized PrepPricing

Popular Roles

Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct ManagerQA EngineerProject ManagerBrowse All Roles

Explore

Browse CompaniesBlogTech Job Market ReportUniversitiesBecome a Coach
About·Contact·Privacy·Terms
LinkedInYouTube
© 2026 Dataford, Inc.