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Innoplexus Data Scientist Interview Questions
& Process

Real candidates share what happened, how many rounds they had,
and how the experience turned out.

Based on 13 interview experiences · FREE TO READ

2.2 Rounds average
Average Typical difficulty
69.2% Positive experience

Candidate interview experiences

First-hand accounts from people who interviewed at Innoplexus.

Showing 3 of 13
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Innoplexus

Data Science Intern

Analytics · a year ago

Intern Easy Positive experience Accept offer 3 rounds
Interview process
Recruiter call Technical screen Onsite Background check
Interview formats
Technical Coding Behavioral

First, there was an exploratory call where we talked about ourselves and our past projects. Then, a coding test with medium to difficult DSA questions. After that, face-to-face virtual interviews with easy DSA questions, project discussions, and data science theory questions. Finally, an HR discussion for salary negotiation. If you get past the third round, your offer is confirmed.

Confirmed questions1 question
  • Swap the numbers within the same array then data science related theory questions
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Innoplexus

Data Scientist

Analytics

Entry Average Negative experience Decline offer 2 rounds
Interview process
Recruiter call Technical screen Offer
Interview formats
Technical Behavioral

I got referred and initially thought it was a full-time role since I was about to graduate. I already had another offer but was interested in the work area. They scheduled an interview but kept postponing it, even asking me to wait until 10:30 pm on a Sunday, only to say the interview would be the next day. The HR was quite unprofessional throughout. The next day, the interviewer (a nice guy) asked about my ML project and then we brainstormed a real problem they had. I proposed a solution and was selected on the spot. The tricky part came with the HR. They offered travel reimbursement from my hometown to Pune (3 AC, not flight), and arranged food, lodging, and daily transport for 3 months, but with no stipend. I couldn't accept working for 3 months without pay, so they offered a 2-month internship with evaluation for a PPO afterward, which I accepted because the project sounded very interesting. I kept asking for the offer letter, but HR kept delaying. Just days before, they informed me that the intern stipend policy had changed to 12,000/month. I was shocked by this sudden change, especially since they were trying to get work from me for a very low stipend. They were offering more to non-IITians than to me (an IITian). Sensing this lack of professionalism, I declined the offer, canceled my tickets, and that same day received calls from better companies.

Confirmed questions2 questions
  • Can you tell me about the regression project you have on your resume?
  • Let's brainstorm a solution for one of the live problems we are currently facing.
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Innoplexus

Data Scientist

Analytics

Mid Average Negative experience No offer 2 rounds
Interview process
Technical screen Technical screen
Interview formats
Coding Technical

The first round was good, covering Python coding and previous questions. In the second round, an interviewer from Germany asked Python coding questions which I managed to solve as expected. He then asked about the complexity of different sorting algorithms, and I couldn't answer one question. That was it. Despite this, I was rejected.

Confirmed questions1 question
  • What is the time complexity for Merge sort?

Innoplexus Data Scientist Interview Questions

Quoted word for word from Innoplexus interview reports.

Can you explain the mathematics behind backpropagation in neural networks, specifically using Jacobian matrices?

Read reports

What is your understanding of supervised learning and Random Forest?

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Can you explain advanced ML concepts such as Transformers?

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Could you describe your understanding of various Lifescience databases such as Pubmed and NCBI Arrays, particularly in the context of Python?

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Could you select an ML algorithm and explain it thoroughly?

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Formats, difficulty and experience

Across all 13 Innoplexus interview reports.

Interview formats

Technical 53.3%
Behavioral 26.7%
Coding 16.7%
Presentation 3.3%

Interview difficulty

Easy 15.4%
Average 61.5%
Difficult 23.1%

Candidate experience

Positive 69.2%
Negative 23.1%
Neutral 7.7%