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      AUTO1 Group

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      Ricerche correlate: Recensioni su AUTO1 Group | Offerte di lavoro di AUTO1 Group | Stipendi di AUTO1 Group | Benefit di AUTO1 Group
      Colloqui di AUTO1 GroupColloqui per (Senior) Data Scientist presso AUTO1 GroupColloquio di AUTO1 Group


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      Colloquio per (Senior) Data Scientist

      11 nov 2021
      Candidato anonimo a colloquio
      Nessuna offerta
      Esperienza negativa

      Altre recensioni di colloqui per (Senior) Data Scientist presso AUTO1 Group

      Colloquio per Senior Data Scientist

      12 gen 2024
      Candidato anonimo a colloquio
      Berlino
      Nessuna offerta
      Colloquio facile

      Candidatura

      Ho presentato la mia candidatura online. La procedura ha richiesto un giorno. Ho sostenuto un colloquio presso AUTO1 Group nel mese di ott 2021

      Colloquio

      First video interview with the interviewer who did not share his background. The interview took about 30 mins and was a little unfriendly. He kept shooting questions which seemed to me irrelevant for the position.

      Domande di colloquio [1]

      Domanda 1

      Do you have experience working with management tools?
      Rispondi alla domanda
      avatar
      Risposta di AUTO1 Group
      4y
      Dear applicant, Thank you for taking the time to evaluate your experience with our application process with us. We regret that you did not perceive it 100% satisfactory. Sincerely, Your HR Team
      Esperienza negativa
      Colloquio facile

      Candidatura

      Ho presentato la mia candidatura online. La procedura ha richiesto 2 settimane. Ho sostenuto un colloquio presso AUTO1 Group (Berlino) nel mese di nov 2023

      Colloquio

      I recently interviewed for the Senior Data Scientist position at this company, and the process involved three rounds. The initial round was an initial screening with the HR team, focusing on my current situation, CV, and reasons for seeking a change. Notably, emphasis was placed on prior experience in areas the company is actively developing, such as pricing or recommendation. The second phase comprised a technical interview with a Data Scientist and a Team Lead. During this stage, I discussed past projects, covering analytical aspects to model deployment. Questions delved into the rationale behind technique choices and problem-solving approaches, leading to interesting discussions on the interviewer's preparation level and confidence in third-party arguments, where it can be felt that they are not fully prepared for some topics like forecasting. Then the final part involved practical case involving the implementation of a pricing model was presented, requiring a solution or, at the very least, a brainstorming session within a few minutes. I observed a certain rigidity in expecting alignment with the company's internal mindset, which could be an area for improvement. It's crucial to note that lacking context about the company's domain at times made formulating robust answers in a limited timeframe challenging. For prospective candidates, I recommend acquainting themselves with the world of second-hand car sales, as it appeared relevant. Additionally, there were basic ML questions, such as differentiating between boosting and bagging, and inquiries about handling categorical variables. In summary, the experience wasn´t the best where lack of knowledge and ambiguous questions arose.

      Domande di colloquio [3]

      Domanda 1

      Difference between boosting and bagging?
      Rispondi alla domanda

      Domanda 2

      How to encode categorical variables for ML model?
      Rispondi alla domanda

      Domanda 3

      How to tackle a long term forecasting with ML approach? (direct, recursive, hybrid...timeframe training like weekly or daily basis)
      Rispondi alla domanda

      Colloquio per Senior Data Scientist

      5 giu 2022
      Candidato anonimo a colloquio
      Nessuna offerta
      Esperienza neutra
      Colloquio nella media

      Candidatura

      Ho presentato la mia candidatura online. La procedura ha richiesto 2 settimane. Ho sostenuto un colloquio presso AUTO1 Group nel mese di mag 2022

      Colloquio

      HR interview: applied via Linkedin, then received an email from a talent acquisition specialist to select a slot for an online interview. The interview was with an HR specialist in which I went through my resume and my experience.

      Domande di colloquio [1]

      Domanda 1

      Describe a previous data science project you worked on
      Rispondi alla domanda
      avatar
      Risposta di AUTO1 Group
      4y
      Dear applicant, Thank you for taking the time to provide your feedback. We wish you the best, Your People Team