Facebook Research Analyst Interview Questions
The questions to prepare for a Facebook Research Analyst interview. Questions from real interview reports rank first. Updated weekly.
Evaluates understanding of core Transformer attention mechanics and information flow.
FacebookTests your understanding of sparse representations and efficient computation strategies.
FacebookEvaluates end-to-end reward model training, data curation, and reward extraction from generation.
FacebookEvaluates your ability to reason about ML compiler design and optimization tradeoffs.
FacebookTests your ability to structure multimodal model components and training strategy.
FacebookTests your resilience, problem-solving approach, and decision-making when evidence is unclear.
FacebookTests how you define and select metrics to judge research impact and outcomes at Facebook.
FacebookTests your ability to adapt CNN architectures for constrained sequence context in ML systems.
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Use CTEs, joins, and aggregations to measure user drop-off across a multi-step signup funnel.
Facebook
Intuit
AsanaCalculate daily active Instagram Creators and day-over-day growth using a date spine, aggregation, and LAG.
FacebookRank Facebook users by total session duration and return the top 10% using aggregation and NTILE.
Facebook