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      Capgemini Engineering

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      Data Scientist Interview

      8 Aug 2022
      Anonymous interview candidate
      No offer
      Negative experience
      Average interview

      Application

      I interviewed at Capgemini Engineering

      Interview

      They made me do a case study and then didn’t review my results. No serious feedback given on that. There has been no offer in the end. Disappointing about how that went.

      Interview questions [1]

      Question 1

      What kind of loss function would you use in neural networks?
      Answer question

      Other Data Scientist interview reviews for Capgemini Engineering

      Data Scientist Interview

      3 Feb 2026
      Anonymous interview candidate
      No offer
      Negative experience
      Average interview

      Application

      I interviewed at Capgemini Engineering

      Interview

      They are not looking for data science interns, yet they keep asking technical questions in interviews, which creates confusion, wastes candidates time, and shows unclear expectations from the hiring team overall.

      Interview questions [1]

      Question 1

      Basic knowledge , ex. different between data scientist, engineer , analysis
      Answer question

      Data Scientist Interview

      27 Jan 2026
      Anonymous interview candidate
      No offer
      Positive experience
      Average interview

      Application

      I interviewed at Capgemini Engineering

      Interview

      eneral fundamental questions on machine learning models, strategies for model deployment, and basic statistical metrics, including evaluation, uncertainty, and interpretability, with practical considerations for data quality, monitoring, and performance in real-world production settings

      Interview questions [1]

      Question 1

      What is an ensemble on machine learning?
      Answer question

      Data Scientist Interview

      22 Oct 2025
      Anonymous interview candidate
      Madrid
      No offer
      Negative experience
      Average interview

      Application

      I applied online. The process took 2 weeks. I interviewed at Capgemini Engineering (Madrid) in Sept 2025

      Interview

      Primero me contactaron para una entrevista inicial por Teams, más tipo conocitiva, y después tuve una entrevista técnica para el puesto de Data Scientist. Me preguntaron sobre mi experiencia y expectativas, todo fue correcto. Luego me pidieron realizar dos pruebas técnicas (una de clasificación y otra de regresión, a libre elección). Preparar las pruebas llevó bastante tiempo — incluían desde el análisis exploratorio hasta el despliegue del modelo — pero las entregué en un par de días. Después de enviarlas, no recibí más noticias. Escribí un par de veces para solicitar feedback o una actualización, pero no obtuve respuesta. Hubiera sido positivo recibir algún comentario o cierre del proceso, especialmente tras el esfuerzo dedicado.

      Interview questions [1]

      Question 1

      Preguntaron sobre mi experiencia previa y luego me mandaron dos tests: uno de clasificación y otro de regresión (a libre elección). En ambos había que desarrollar todo el proyecto, desde el análisis exploratorio y modelado hasta el despliegue del modelo con API.
      Answer question

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