Data Scientist applicants have rated the interview process at Artefact with 3 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 100% positive. To compare, the company-average is 61.3% positive. This is according to Glassdoor user ratings.
Candidates applying for Data Scientist roles take an average of 7 days to get hired, when considering 2 user submitted interviews for this role. To compare, the hiring process at Artefact overall takes an average of 25 days.
Common stages of the interview process at Artefact as a Data Scientist according to 2 Glassdoor interviews include:
Presentation: 50%
Phone interview: 50%
Here are the most commonly searched roles for interview reports -
Étude de cas sur temps perso (dataset et jupyter notebook) puis entretien de présentation en visioconférence. Recommandaient 4 heures pour faire l’étude de cas, mais cela m’a paru insuffisant, puisqu’il fallait traiter les données puis rechercher des comportements de consommation.
Interview questions [1]
Question 1
Qu’est-ce que c’est que le precision et le recall.
A conversation where you talk about a past project/problem and the method you used to solve it. You are expected to talk about the machine learning model you used, how did you select features, data cleaning ...
Interview process was lengthy and took a lot of time and effort to go through all 4 rounds of interview.
First screening then first interview was theory based then a take home case study then a follow up interview that lasted an hour, it was supposed to be about the case study. However, the interviewer improvised and took the whole hour to ask about data science concepts ( it felt like an extension to the first technical interview).
lastly, there was the final round which was with the CEO.
Interview questions [1]
Question 1
supervised and unsupervised learning and deep dive into NLP.