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Anthropic Practice
49 verified questions from 190+ reports · Updated October 2026
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Read the full Anthropic interview guideInterview Type
How MLE / Research interviews work at Anthropic
Unlike SWE phone screens (which often pack multiple sub-problems), MLE rounds typically give you one substantial task and explore it for the full hour. Loops are usually 2–5 rounds.
Common round formats: Debugging (find bugs in NumPy/RL code), Fundamentals (implement attention/NN from scratch), Implementation (build data batcher/sampler), Applied LLM (design classifier with prompt engineering), Perf Modeling (math on paper, no coding), OA Take-home (4-level escalating spec), Research (open-ended take-home, 4+ hours).
MLE / Research
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