Tcs Machine Learning Engineer Interview Questions
15+ Tcs Machine Learning Engineer interview questions drawn from real candidate reports. Sources include 1Point3Acres, Blind, Glassdoor, Reddit, and LeetCode. Questions span every stage of the Tcs Machine Learning Engineer loop: OA, phone screen, system design, behavioral, and onsite coding.
What to Expect in the Tcs Machine Learning Engineer Interview
The Tcs Machine Learning Engineer interview process typically runs 4 to 6 rounds depending on seniority level. Based on candidate reports in the LeakCode database, the loop usually includes a resume review, an online assessment or coding phone screen, one or more technical rounds, a system design round (for senior and above), and a behavioral or values round.
Difficulty skews toward medium and hard LeetCode-style problems in the coding rounds. System design questions test breadth (component selection, scaling, trade-off reasoning) more than deep implementation. Behavioral questions are tied to the company's stated values and principles.
Tcs Machine Learning Engineer Questions (Sample)
My TCS Prime Interview Experience – 9 LPA Offer
Tata Consultancy Services (TCS) has selected candidates for the TCS Prime profile, offering an impressive package of 9 LPA, although those selected for the Ninja profile w...
TCS R&I - Intern | On Campus 2025 Interview Experience
Hello Everyone! I recently had the opportunity to interview for the position of Project Intern at TCS Research Innovation (RI) which took place through our campus placeme...
TCS Recruitment Process
Tata Consultancy Services (TCS) is an Indian multinational IT services, consulting, and business solutions company headquartered in Mumbai. A subsidiary of the Tata Group,...
TCS Innovator Interview Experience | On-Campus 2021 (Virtual)
TCS hires candidates for Innovator profile from IITs, NITs, IIITs and Top Institutes. Through this hiring you will get a Research role in the TCS Research and Innovation U...
TCS digital On-Campus Placement Drive
Since I am from the 1st tier college, I directly had the digital online test.Round 1: In this round, there was 2 test:The aptitude test consisted of quantitative, qualitat...
TCS Interview Experience| Ninja | Full Time
The TCS National Qualifier Test (NQT) was the first step in my journey to secure the Ninja profile at TCS. Here's a detailed breakdown of my experience, from registration ...
TCS NQT interview experience for the NINJA ROLE
TCS initiated the registration process for NQT (National Qualifier Test) for priority institutes in August, and the exams were conducted during the first week of October. ...
TCS NQT Exam Experience 2024
"TCS stands as one of India's largest companies with a market capitalization of $200 billion, placing it among the top IT services brands globally. It contributes a signif...
TCS Interview Preparation for System Engineer 2024
Due to the COVID-19 pandemic, my first two years of college were disrupted, and I missed out on the guidance and networking opportunities crucial for placements. Initially...
TCS Digital Interview through Codevita'19
First of all to give context,I'm a student from B.Tech 4th year Computer Science Engineering in a small town in Andhra Pradesh. TCS doesn't even visit our campus. I wante...
TCS Digital Placement Process Experience-2019
TCS Digital Placement Process Experience-2019Round 1It is an Online Test Round, duration of nearly 2 hours which consists of four sections namely English, Aptitude, CMCQ a...
TCS Digital 2019 July(On-Campus)
Our college is a premium college(PSG COLLEGE OF TECHNOLOGY).TCS Digital visited our campus on July 2 2019.Round 1: Online test Criteria: For all departments, CGPA greater ...
TCS Interview Experience (Digital 2020-2021)
Round 1(Aptitude Test):This was the first round of the placement process. It was held on the TCSION platform and online proctoring was on as it was held virtually, and we ...
TCS Digital Interview Experience 2020 (Through NQT-1 For premium Colleges)
We came to know that TCS will conduct their recruitment drive for TCS digital again via their National Recruitment Drive for premium colleges.Step 1: It was an online test...
TCS Digital Interview Experience (Premium College Drive)
The written test happened on July 15th, 2019 as my college comes under premium list of TCS. So we were allowed to give the test directly.Round 1:(Online test round)Section...
Difficulty Breakdown
10
easy
2
medium
1
hard
Based on 15 questions with difficulty labels from candidate reports.
Interview Rounds
Here is how the Tcs Machine Learning Engineer questions in the LeakCode database break down by interview round, based on what candidates reported:
| Round | Questions in Database |
|---|---|
| oa | 7 |
| recruiter | 4 |
| phone screen | 3 |
| system design | 1 |
Most Common Topics
Question Recency
5
2025
4
2024
3
2023
3
2022
Question counts by interview year, based on candidate-reported dates.
How to Prepare for the Tcs Machine Learning Engineer Interview
Use the LeakCode question database as your primary research tool. Filter by role (Machine Learning Engineer), then by round type to focus your prep on the specific stages in your upcoming loop. Sort by recency to see what 2026 candidates actually faced.
- Start with questions from the last 12 months. Interview processes change and recent data is the strongest signal.
- Cross-reference questions that appear in multiple sources (1p3a, Blind, Glassdoor). Multi-source confirmation means a question has stronger recurrence probability.
- For system design rounds: focus on the question patterns, not individual questions. The same design principles recur across many prompts.
- For behavioral rounds: map your experiences to the company's stated values before the interview. Most behavioral questions at top companies are derivatives of a small set of core leadership competencies.
FAQ
How many Tcs Machine Learning Engineer questions are in the database?
15+ questions from verified candidate reports. The count grows as new reports are scraped daily from 1Point3Acres, Blind, Glassdoor, Reddit, and LeetCode.
Are these questions from real Tcs interviews?
Yes. All questions are sourced from actual candidate interview reports, not generated by AI. Each entry links back to its source URL where available, and questions are tagged with the year and round reported by the candidate.
How current is this data?
LeakCode updates daily. The database is filtered to exclude duplicate and low-quality entries. You can filter by interview year to focus on recent cycles.
Does LeakCode cover Tcs OA questions specifically?
Yes. The database includes online assessment questions tagged with round type. See the Tcs OA page for a dedicated view.
Related: Tcs All Questions · Tcs OA Questions · Browse All Companies · Data Sources