Candidatei-me online. O processo levou 4 semanas. Fui entrevistado pela ING (Amsterdã) em jan. de 2020
Entrevista
First telephone interview
-Questions about motivation, what kind of experience I have which make me suitable for this position
Second Interview with group leader
- Technical questions about programming and machine learning, again motivation, what steps I did to prepare myself to become a Data Scientist in banking.
Third interview
- even more technical, at the end of the interview the interviewee receives a case he/she has to solve and present to the group in the fourth interview
Fourth interview: presentation of the case and how you solved it in front of the entire group.
Fifth: Salary discussion with group leader and manager.
Perguntas de entrevista [1]
Pergunta 1
They discontinued with me after the 2nd round therefore I can only state questions asked in the first two rounds.
1. Round:
- Why do you want to work at ING
- Had you previous experience in Finance
2nd Round:
The second round was with the group leader and one senior person. They asked me only about my experience in software engineering and machine learning.
- Are you familiar with GitHub, do you have a GitHub account?
- What are the most recent trends in Machine Learning?
- How do you keep up with updates in the world of Machine Learning?
- How did you prepare yourself for the transition from Academia to ING (banking)? Did you do any additional online courses?
- Explain the Random Forest algorithm?
- At each node of a Random Forest, how is decided which feature is the most discriminative?
- What is model overfitting?
- How can you prevent a Random Forest from overfitting?
- What are the underlying assumptions of a logistic regressor?
- Why are correlations between independent variables bad?
Fiz uma entrevista na empresa ING (Varsóvia, Masóvia).
Entrevista
Firstly it was a test. Couple of months later I've had a call with manager and later with direct product owner. It has taken 2-3 weeks for final answer and enrollment.
Perguntas de entrevista [1]
Pergunta 1
First question was about data and how you process it in models in a typical way.
Candidatei-me online. O processo levou 4 semanas. Fiz uma entrevista na empresa ING (Bucareste, ).
Entrevista
The interview process was smooth and well-structured, with technical questions that gradually increased in difficulty. This approach made the discussion feel comfortable, engaging, and gave me the chance to showcase my skills step by step.
Candidatei-me online. Fiz uma entrevista na empresa ING.
Entrevista
The process had several rounds. It comprised an initial online tech assessment (some multiple choice questions and a sql and python exercise), HR chat, personality interview, case study and one final chat.
The case study was a take-home assignment to be discussed in an hour interview.
Overall they were professional and kind.