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The Interview Process
Research Deep Dive
A 60-minute presentation and interrogation of your past research. They look for clarity of thought, honesty about limitations, and an understanding of the broader safety implications of your work.
Take-Home Assignment
A complex, open-ended modeling challenge (e.g., designing an evaluation metric for language model deception) that requires both mathematical proofs and PyTorch implementation.
Virtual Onsite Loop
Four to five interviews covering Advanced ML Theory, Mechanistic Interpretability concepts, Coding/Implementation, and intense Behavioral/Alignment rounds.
Real Anthropic Interview Questions
Practice these exact questions faced by previous Member of Technical Staff (Research) candidates.
1Explain the theoretical limitations of Reinforcement Learning from Human Feedback (RLHF) when training a model that is significantly smarter than the human evaluators. (Alignment Theory)
2During your research presentation, an interviewer highlights a critical flaw in your experimental setup that you completely missed. Walk me through your real-time response. (Intellectual Humility)
3Write the PyTorch code from scratch to implement a custom attention mask that forces a Transformer to only attend to tokens it is highly uncertain about. (Technical Implementation)
4If you discover a novel training technique that improves capabilities by 20% but makes the model fundamentally harder to interpret, do you publish it? Why or why not? (Safety Mindset / Ethics)
5Walk me through how you would design an evaluation suite to detect if an LLM is exhibiting sophisticated 'sycophancy' (telling the user what it thinks they want to hear instead of the truth). (Research Rigor / Safety)
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Offer Manager
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