Microsoft
Data Scientist
Practice for Data Scientist
Microsoft
Recruiter Screen
30 minutesInitial screening call to assess candidate's background, motivation, and alignment with the role and company. Focus on communication skills and interest in Microsoft's products .
5 minutesTell me about your experience with data science and why you are interested in this role at Microsoft.
5 minutesDescribe a project where you used data to enhance user experiences. What was your approach, and what were the results?
5 minutesWhat are your salary expectations for this role?
All interviews are private and won't be shared with the recruiters.
Technical Deep Dive
30 minutesIn-depth assessment of technical skills, including coding, machine learning, and statistical analysis. Focus on problem-solving abilities and communication of thought process .
5 minutesWrite a SQL query to find the two entities with the smallest score difference. Return the pair and the difference. If tied, return the alphabetically first pair.
5 minutesExplain the bias-variance tradeoff in machine learning. How would you address high variance in a model?
5 minutesDescribe a data-driven approach you would take to identify new market opportunities for Microsoft Azure.
All interviews are private and won't be shared with the recruiters.
Product & Business Acumen
30 minutesAssessment of the candidate's ability to apply data science to solve real-world business problems and improve Microsoft products. Focus on product sense, metric definition, and actionable insights .
5 minutesHow would you analyze user engagement data to improve the retention rate of a Microsoft product?
5 minutesIf you were tasked with optimizing the pricing strategy for Microsoft Office subscriptions, what factors would you consider and how would you approach the analysis?
5 minutesHow would you A/B test a new 'mini-games' feature on Microsoft Teams, used to build camaraderie within your company? What key metrics would you use to measure the impact of this feature?
All interviews are private and won't be shared with the recruiters.
Behavioral & Cultural Fit
30 minutesAssess the candidate's alignment with Microsoft's core values, teamwork skills, and ability to handle challenges. Focus on growth mindset, collaboration, and customer obsession .
5 minutesDescribe a challenging project you worked on. What obstacles did you face, and how did you overcome them?
5 minutesTell me about a time when you had to work with a difficult team member. How did you handle the situation?
5 minutesCan you provide an example of a time when you used data to influence a decision or persuade a stakeholder?
All interviews are private and won't be shared with the recruiters.