plaid | Data Scientist | Interview Experience
Interview Date: Not specified
Result: Not specified
Difficulty: Not specified
Interview Process
The interview was conducted by a director from NYC. The overall experience was satisfactory. The position is comparable to a Level 7 at Google, which the candidate felt underqualified for. The interview consisted of several questions aimed at understanding the candidate’s background, current role, and experience with machine learning.
Technical Questions
- Can you walk me through your background and how you got here?
- What are you looking for in your next role?
- What team are you currently working on?
- What are your goals on that team?
- Pick one of your projects or workstreams — what are its goals and how have you delivered results?
- How much applied machine-learning experience do you have?
- What kind of ML projects have you worked on?
- How do you think AI or large language models can add value in high-volume transaction systems?
Tips & Insights
The candidate felt they performed poorly on the question regarding the value of AI in high-volume transaction systems and advised future candidates to prepare well for such topics.
Compensation insights shared indicated that the base salary ranges from $250,000 to $300,000 annually, with potential stock/RSU and bonuses amounting to $150,000 to $300,000+, leading to a total compensation of $500,000 to $700,000+ for senior or staff-level positions with significant business impact.