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      Capgemini Engineering

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      Data Scientist Interview

      Feb 4, 2020
      Anonymous Interview Candidate
      Lisboa, Lisboa
      Declined offer
      Positive experience
      Easy interview

      Application

      I applied online. The process took 2 days. I interviewed at Capgemini Engineering (Lisboa, Lisboa) in Dec 2019

      Interview

      Applied with Linkedin, HR called me the next day. Typical interview where they explained some related projects. I ended up not continuing the proccess as the client was far from home.

      Interview questions [1]

      Question 1

      Technical questions: What is overfitting. This was the only question. However, this was only the first interview (the following should have more questions).
      Answer question
      avatar
      Capgemini Engineering response
      3y
      It is very important for us to know that you have had a positive experience with our company. Do not hesitate to contact us if you wish.

      Other Data Scientist Interview Reviews for Capgemini Engineering

      Data Scientist Interview

      Feb 3, 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

      Jan 27, 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

      Oct 22, 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 Sep 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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