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Celebal TechnologiesData Engineer
Updated Feb 25, 2026

Celebal Technologies Data Engineer Interview Experiences 2026

Real, anonymous reports from people who interviewed for Data Engineer at Celebal Technologies, newest first and distilled into what to expect across the loop.

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Hot & recentNewest first
6 months ago
Average Positive Noida

My process matched a fairly standard end-to-end format for a data engineering track. It began with resume shortlisting, and then I had to go through an online assessment that tested practical skills across Python and SQL, along with concepts in machine learning and problem-solving.

After I cleared that, I went into one or two technical interviews where the focus was on machine learning and practical data work: how to preprocess data, evaluate models using metrics, and explain the reasoning behind decisions. I also discussed my past projects in-depth, and the interviewers seemed to evaluate both how clearly I could articulate concepts and how realistically I could connect them to real scenarios. Some parts felt like they could include live coding or case-style problem solving.
6 months ago
Easy Positive Jaipur, Rajasthan

My process felt pretty straightforward and light on complications. After the recruiter stage and scheduling, I went into a technical conversation that started from what I’d worked on, and it quickly moved into SQL basics and a few targeted Python questions. There was also a bit of DSA logic and a system design style question, but it never felt like I was being cornered.

Once I got into the live problem-solving part, the themes stayed consistent: I was asked about SQL joins, window-function style logic, and other core database concepts. The questions didn’t linger on obscure theory for too long, and the interviewer tone was friendly, which helped me stay calm instead of overthinking.

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What to expect

Distilled from the reports

Assessment & Screening

The interview process typically begins with a resume shortlisting followed by an online assessment that tests SQL and Python skills, along with some machine learning concepts. Candidates should be prepared for both multiple-choice questions and practical coding tasks during this initial stage.

SQLPythonMCQs

Technical Interviews

Candidates can expect one or more technical interviews focusing on SQL, Python, and data engineering concepts. Questions often cover joins, window functions, and practical data handling scenarios, with an emphasis on articulating thought processes and reasoning behind decisions.

SQLPythonData handling

Difficulty Level

The overall difficulty of the technical rounds varies, with some candidates finding the questions to be moderate and approachable, while others felt the expectations were higher than what was appropriate for their experience level. Candidates should be ready for a range of question complexities.

ModerateTechnical depthExpectations

HR Round & Fit Assessment

The final HR round typically focuses on communication skills, cultural fit, and alignment of career goals with the company’s values. Candidates should prepare to discuss their past experiences and how they relate to the role they are applying for.

CommunicationCultural fitCareer goals

Interview Atmosphere

The tone of the interviews can vary significantly; while many candidates report a friendly and supportive environment, others have experienced rudeness or pressure from interviewers. It's important to stay calm and focused regardless of the interviewer's demeanor.

Interview toneSupportivePressure

Communication & Timeline

Candidates have noted that the communication regarding the interview timeline can be inconsistent, with long gaps between stages and vague feedback. It’s advisable to follow up for clarity and maintain patience throughout the process.

CommunicationTimelineFollow-up