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Candidate-reported interview insights

Artefact Data Scientist interviews, decoded.

Explore commonly reported questions, interview rounds, difficulty, duration, and candidate experiences for the Data Scientist role at Artefact.

3.9 rating Business Consulting

Interview overview

Difficulty

Average

Average rounds

3.1

Average duration

~44 days

Difficulty and candidate experience

Interview difficulty

easy20.8%
average70.8%
difficult8.3%

Candidate experience

positive66.7%
negative33.3%

Candidate-reported interview process

A 5-minute presentation of past experiences was given. Specific questions about CV items were asked. A business case presented by the senior Data Scientist of Artefact was solved, showing my approach.

Tes experiences + Etudes de cas + Fit. Etudes de cas: probleme d assortiments dans un call center (des experts et des personnes non expertes, qui associe aux experts directement)

Got a take-home case study using a dataset and Jupyter notebook. They suggested 4 hours, but it felt too short because I had to clean the data and then investigate consumer behavior. Then, there was a video call presentation interview.

Common Artefact Data Scientist interview questions

A focused selection of the most detailed candidate-submitted questions.

  1. 1

    Quels modèles pour la prédiction time series ?

  2. 2

    What are supervised and unsupervised learning?

  3. 3

    Tell me about your background and experience.

  4. 4

    What variables should you use in this case?

Interview question formats

Technical34.8%
Behavioral25.8%
Case24.2%
Presentation9.1%
Coding4.5%

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Interview information is based on candidate reports and may not represent the current official hiring process of Artefact.