I went through a pretty standard, multi-round flow that started with an online assessment and then kept moving through communication, technical, and HR-type conversations. The first stage felt approachable: it focused on SQL and Python (with Pandas mentioned in what I practiced), plus some traversal-style array thinking and a few resume-based questions to see if I really knew the tools I listed. After shortlisting, I had an English and communication check that leaned on listening and speaking, and it didn’t feel like a high-stakes filter—everyone I saw around me seemed to clear it.
Once I passed the communication step, my technical rounds were mostly tied to fundamentals and how I’d apply them. I remember covering SQL query writing and basic concepts, then Python-related problem solving, along with guestimates and puzzles that were more reasoning than deep coding. Across the technical parts, they also pulled questions directly from my resume and projects—research internship work, machine learning and deep learning concepts, and how I’d explain my methodology when solving business problems. One of the rounds also blended technical and business thinking more tightly, but the common thread was that they kept checking both my logic and my ability to talk through my approach.
> 1 year
Average Positive Chicago, IL
My process started with a phone screening, and then it stretched into a run of technical conversations before a final leadership discussion. After the recruiter call, I had about three technical rounds where the questions leaned heavily toward puzzles—mostly short, logic-based prompts rather than lengthy coding. I was expected to think out loud and stay structured while solving.
The last step was in-person with top leadership, and that round was noticeably more conversational. Instead of pure problem solving, it felt like an open discussion where they probed my reasoning style and how I connected what I’d done with the business context they cared about. Overall, I didn’t find the leadership format intimidating; it was more about clarity and conversation.
> 1 year
Difficult Positive Bengaluru
I experienced the campus recruitment path as a mix of tests and filtering, but the details I got were pretty limited and a lot of the process felt lik…
> 1 year
Average Positive United States
My timeline dragged on for a while, and even though I advanced far enough to clear initial stages, the follow-ups never really turned into a clean, fi…
> 1 year
Difficult Positive West Tripura
I qualified through an online test and then got selected for a single interview. That first and only round felt more like a capability-and-fit check t…
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What to expect
Distilled from the reports
Interview Structure & Timeline
The interview process typically consists of multiple rounds, starting with an online assessment followed by technical and HR interviews, with some candidates experiencing a mix of technical and managerial discussions. The overall timeline can vary, with some candidates noting delays and a lack of communication after initial stages.
Multi-roundOnline assessmentTimeline
Technical Assessments
Candidates can expect a strong focus on technical skills, particularly in SQL and Python, with questions often involving problem-solving, logic puzzles, and guesstimates. The technical rounds may also include discussions about past projects and how candidates apply their skills in real-world scenarios.
SQLPythonGuesstimates
Behavioral & HR Rounds
The HR round typically emphasizes fit and communication, exploring candidates' motivations, experiences, and alignment with company values. This round is generally more conversational and aims to assess how candidates articulate their thoughts and connect their background to the role.
BehavioralFit assessmentCommunication
Focus on Problem-Solving
Interviews often prioritize candidates' problem-solving abilities, with a mix of technical and scenario-based questions that require structured thinking and clear communication. Candidates are encouraged to think out loud and explain their reasoning during the interview process.
Problem-solvingStructured thinkingScenario-based
Candidate Experience & Feedback
While many candidates found the interview process to be supportive and well-structured, some reported feelings of uncertainty or being 'ghosted' after progressing through initial stages. Overall, candidates noted a positive tone but expressed a desire for clearer communication throughout the process.
Candidate experienceCommunicationFeedback
Preparation Insights
Candidates reflected on the importance of preparing for both technical skills and the ability to articulate their thought processes, particularly around guesstimates and practical applications of their knowledge. Understanding the role and expectations was also highlighted as crucial for success.