Questions entretien Data Scientist chez SAP | Glassdoor.fr

Questions entretien Data Scientist chez SAP

Entretiens chez SAP

18 Avis sur les entretiens

Expérience

Expérience
66%
17%
17%

Obtenir un entretien

Obtenir un entretien
60%
28%
6%
6

Difficulté

2,9
Moyenne

Difficulté

Difficile
Moyenne
Facile

 

Entretien de Data Scientist

Employé anonyme - New York, NY (États-Unis)
Offre d'embauche acceptée
Expérience positive
Difficulté moyenne

Candidature

J'ai postulé via un établissement de l'enseignement supérieur ou universitaire.. Le processus a pris 3 semaines. J'ai passé un entretien à SAP (New York, NY (États-Unis)).

Entretien

Interview on the university campus. Followed up by a meeting on site, with 2 people. Interview on campus was general, about my resume and experience. First interview on site was technical, asking about one of my projects and how to apply it to current challenges. Second was about general machine learning techniques.

Questions d'entretien d'embauche

  • - cross-lingual word vectors
    - policy gradients
    - how to deal with the lack of training data   1 réponse

Autres avis d'entretien pour SAP

  1. Utile (9)  

    Entretien de Data Scientist

    Candidat à l'entretien anonyme
    Aucune offre d'embauche
    Expérience neutre
    Difficulté moyenne

    Candidature

    J'ai postulé via une recommandation d'un employé. J'ai passé un entretien à SAP.

    Entretien

    Contacted by recruiter.
    1. Some basic question about the background including graduation date, research experience, intern projects.
    2. The earliest starting date and salary expectation.
    After several weeks, still waiting for the next step. BTW, it seems more likely to interview local candidates.

    Questions d'entretien d'embauche

    • 1.Some basic question about the background including graduation date, research experience, intern projects.
      2. The earliest starting date and salary expectation.   1 réponse

  2. Utile (2)  

    Entretien de Data Scientist

    Employé anonyme - New York, NY (États-Unis)
    Offre d'embauche acceptée
    Expérience positive
    Entretien dificile

    Candidature

    J'ai postulé via une recommandation d'un employé. Le processus a pris 3 semaines. J'ai passé un entretien à SAP (New York, NY (États-Unis)) en décembre 2016.

    Entretien

    Very quick, technically thorough. The longest part of the process was the time between applying and when the actual interviews started. Once things got started though, it took less than two weeks.

    Questions d'entretien d'embauche

    • Q: Name a project you've completed before that other people said was not possible, explain how you approached the project in a constructive manner.   Répondre à cette question
  3. Utile (2)  

    Entretien de Data Scientist

    Employé anonyme - Palo Alto, CA (États-Unis)
    Offre d'embauche acceptée
    Expérience positive
    Difficulté moyenne

    Candidature

    J'ai postulé via une recommandation d'un employé. J'ai passé un entretien à SAP (Palo Alto, CA (États-Unis)) en avril 2017.

    Entretien

    The interview was smooth and consisted of one screening phone interview, one behavior and three technical interviews. They all took place via phone or skype.

    The screening phone call was about 30. It was very important to me because I got learn more about the origin of the program, its features and the long term vision of the program.

    The behavior was 45min. Based on projects listed on my resume, I was asked different behavior questions. I would suggest to review STAR methodoly and know how to use it along with your resume.

    The first two technical interviews were also 45min. Questions about your resume and a simple coding exercise.

    The last technical interview went deep into two of my projects. Then interviewer described two of her current projects and we both brainstormed how the techniques I used on my projects could be helpful to hers.

    In overall, i had a great experience. Interviewers were very open, willing to discuss about their projects

    Questions d'entretien d'embauche

    • - dimension reduction
      - recursion
      - dynamic programming
      - big O notation   1 réponse

  4.  

    Entretien de Data Scientist

    Candidat à l'entretien anonyme - Palo Alto, CA (États-Unis)
    Aucune offre d'embauche
    Expérience négative
    Difficulté moyenne

    Candidature

    J'ai postulé via un recruteur. Le processus a pris une semaine. J'ai passé un entretien à SAP (Palo Alto, CA (États-Unis)) en octobre 2017.

    Entretien

    I was contacted out of the blue by an HR person who I spoke with for 10 minutes. He only wanted to know whether I was a US Citizen, what my salary requirements, and whether I had a chance to read the job description.

    My next contact was an email asking me to come in and talk to the hiring manager in person. I was given only his first name and last initial

    So, I show up on interview day. The hiring manager shook my hand and introduced me to someone who he said would interview me. The interview was a typical algorithm oriented Data Scientist interview - no application knowledge at all - everything was just algorithm oriented. His accent was quite thick and I had trouble understanding much of what he was saying, although he seemed very unaware that his diction was wanting.

    This interview ends. After sitting in the conference room alone for 15 minutes someone else shows up. Same thing - algorithms only. This person also had a thick accent which was very difficult to understand. Once again, they seemed unaware that they were pretty incomprehensible, so I'm sure they thought I was an idiot for looking blank whenever they asked me something...

    After this interview ends, I am sitting alone in the room for 10 more minutes when the first interviewer shows up. He explains that the hiring manager (whom I have NEVER spoken to at this point, except to say hello,) was called into an emergency meeting and they would make a decision about the position and let me know later.

    End of interview day.

    The lack of professionalism here on the part of SAP is just staggering. The whole process was very strange - I'm left wondering if I was simply a "token US Citizen" they brought in to game the H1B Visa system or something. I doubt I'll get an offer, but if I do I will have to think twice about accepting...

    Questions d'entretien d'embauche


  5.  

    Entretien de Data Scientist

    Employé anonyme - Boston, MA (États-Unis)
    Offre d'embauche acceptée
    Expérience positive
    Entretien facile

    Candidature

    J'ai postulé via une recommandation d'un employé. Le processus a pris 2 semaines. J'ai passé un entretien à SAP (Boston, MA (États-Unis)) en avril 2018.

    Entretien

    Following an HR Call, did a live coding interview for one hour through the Skype coding platform. After going over background, a simple coding question was asked, followed by one design question. Interview was fairly basic. After one week, HR called with offer.

    Questions d'entretien d'embauche

    • How would you design a recommendation system for amazon customers, considering that a single customer may use many devices to logon to a single account?   1 réponse

  6.  

    Entretien de Data Scientist

    Candidat à l'entretien anonyme
    Aucune offre d'embauche
    Expérience négative
    Entretien facile

    Candidature

    J'ai postulé en ligne. J'ai passé un entretien à SAP.

    Entretien

    Very Unprofessional, I solved all hackerrank problem perfect. They are having trouble with scheduling first phone call interview. I have never seen any company do not know how to schedule interview for one month. Keep saying "We are coordinating scheduling your phone interview"


  7.  

    Entretien de Data Scientist

    Employé anonyme
    Offre d'embauche acceptée
    Expérience positive
    Entretien facile

    Candidature

    J'ai postulé en ligne. Le processus a pris +4 semaines. J'ai passé un entretien à SAP en août 2018.

    Entretien

    short and efficient. The process didn't take very long. And everything just went on very quickly. People are very nice. And felt very comfortable in this process. First a 3-day data challenge after I applied online. Then a phone chat with the team manager about my project done previously, then a technical phone interview, then on site. 3 rounds in total.

    Questions d'entretien d'embauche

    • How do you compare two sentences have the same meaning or not in an NLP model   1 réponse
  8. Utile (2)  

    Entretien de Data Scientist

    Candidat à l'entretien anonyme - Berlin (Allemagne)
    Aucune offre d'embauche
    Expérience neutre
    Entretien dificile

    Candidature

    J'ai postulé en ligne. J'ai passé un entretien à SAP (Berlin (Allemagne)) en juillet 2017.

    Entretien

    First an interview with HR and only introduce myself, then give me a offline task to finish in a week. After I successfully finish my task, there was a skype technical interview with coding and machine learning question, which I found is meaningless for the coding interview.

    Questions d'entretien d'embauche


  9. Utile (3)  

    Entretien de Data Scientist

    Candidat à l'entretien anonyme - Walldorf, Bade-Wurtemberg (Allemagne)
    Aucune offre d'embauche
    Expérience positive
    Entretien dificile

    Candidature

    J'ai postulé en ligne. Le processus a pris 6 semaines. J'ai passé un entretien à SAP (Walldorf, Bade-Wurtemberg (Allemagne)) en septembre 2017.

    Entretien

    * fast reply within 2 weeks after sending the application
    * very nice and professional contact with HR
    * invited to short screening phone interview (~15min., "introduce yourself", got information about the position and application process)
    * offline ML challenge, 1 week to solve, interesting and fun problem
    * afterwards invite to 1 hour phone interview with 2 experts of the team, very nice guys, asked in detail about my previous ML experiences, gave a typical ML problem and asked how I would approach it ("what data would you ask for", "what model would you build", etc.)
    * detailed questions about deep learning, e.g. properties of different activation functions, advantages/disadvantages of several methods etc.
    * at the end we had a relaxed conversation about the team and the job
    * 2 weeks after HR let me know that they are not considering me anymore

    Questions d'entretien d'embauche

    • Why did you choose LSTMs instead of more basic RNN architectures?   1 réponse

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