Wipro Data Scientist Interview Questions

4900+ verified questions, indexed by team and level. Real questions submitted by candidates who completed Wipro loops in the last 24 months.

About the Wipro Data Scientist hiring loop

Wipro's NLTH 2.0 Online Test combines Aptitude + Written Communication + 2 Coding problems. Score bands map to Wipro Elite NTH (₹3.5 LPA), Wipro Turbo (₹6.5 LPA), and Wipro WILP (4-year B.Tech work-integrated). Distinct rubrics per band.

Data Science rounds score on statistical rigour, metric definition quality, SQL fluency, framework clarity for case studies, and communication of uncertainty. Companies weight experimental design vs ML modelling differently.

Topics covered in Wipro Data Scientist interviews

  • 01Probability + statistics (hypothesis tests, A/B testing, p-values)
  • 02SQL fluency under time pressure
  • 03Machine learning fundamentals (bias-variance, regularisation, evaluation metrics)
  • 04Experimental design (sample size, power, interference)
  • 05Analytical case studies with metric definition
  • 06Stakeholder communication of statistical results

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