Top 14
Prep plan
Updated weekly · Last refresh Oct 17

Facebook Research Analyst Interview Questions

The questions to prepare for a Facebook Research Analyst interview. Questions from real interview reports rank first. Updated daily.

14questions
~2htotal time
Track your progressSign up free to work through all 14 questions and resume where you left off.
Start practicing free →
1
Statistics & ProbabilityStart here. 6 questions · ~48 min
Sparse Matrix MultiplicationHard

Tests your understanding of sparse representations and efficient computation strategies.

Facebook
Train a VL Reward ModelHard

Evaluates end-to-end reward model training, data curation, and reward extraction from generation.

model trainingFacebook
ML Compiler DesignHard

Evaluates your ability to reason about ML compiler design and optimization tradeoffs.

Facebook
Design a Multimodal LLMHard

Tests your ability to structure multimodal model components and training strategy.

CodingFacebook
Reduce Memory for Large ModelsHard

Assesses knowledge of memory optimization techniques for large-scale model training.

Facebook
Explain Transformer AttentionMedium

Evaluates understanding of core Transformer attention mechanics and information flow.

transformersFacebook
2
Behavioral & Leadership7 questions · ~56 min
Collaborate in Research EnvironmentsMedium

Assesses teamwork behaviors and how you coordinate with others during research work.

teamworkcollaborationFacebook
More Behavioral & Leadership questions with a free account
3
More topics1 question · ~8 min
The finish line: interview-readyComplete all 14 questions to finish this plan.