2 min lesson
Questions to ask them
Explain your answer to "Why does asking about the team's hardest open RL problem and how they'd know it's solved work especially well as a closing question for this role?" Add one concrete detail from the lesson.
Step 1 of 3
The questions you ask are graded as hard as the answers you give. A flat, talent-dense team reads your questions as a preview of how you will think on the inside, so reach past logistics into the actual research and how it gets decided.
Aim the question at the person in front of you. A research lead can tell you what the hardest open RL problem is; a teammate can tell you how priorities really get killed. Two well-aimed questions beat a list of five generic ones.
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Advanced table
Aim each question at the right interviewer
Aim each question at the right interviewer
- Interviewer
- Research / eng lead
- Best-aimed question
- Hardest open RL problem and how you'd know it's solved
- What you learn
- Where you'd plug in and whether the team thinks in falsifiable terms
- Interviewer
- Future teammate
- Best-aimed question
- How directions get set and killed with no PMs
- What you learn
- Whether autonomy is real or just a slogan and how debate resolves
- Interviewer
- Anyone close to shipping
- Best-aimed question
- Reconciling offline wins with shipped user-metric impact
- What you learn
- How seriously they treat the eval-to-production gap
- Interviewer
- Hiring manager
- Best-aimed question
- Great vs good Research Scientist in six months
- What you learn
- The actual bar and whether your plan matches it
| Interviewer | Best-aimed question | What you learn |
|---|---|---|
| Research / eng lead | Hardest open RL problem and how you'd know it's solved | Where you'd plug in and whether the team thinks in falsifiable terms |
| Future teammate | How directions get set and killed with no PMs | Whether autonomy is real or just a slogan and how debate resolves |
| Anyone close to shipping | Reconciling offline wins with shipped user-metric impact | How seriously they treat the eval-to-production gap |
| Hiring manager | Great vs good Research Scientist in six months | The actual bar and whether your plan matches it |
Save the offline-vs-shipped question for someone who has felt that gap.
Turn their answer into a follow-up that shows you can already contribute. If a lead names long-horizon credit assignment as the hard problem, respond with how you would approach it and ask what they have already ruled out. That converts your question into a two-minute mini research conversation, which is the best signal you can leave.
Skip anything a recruiter already covered or that a careers page answers - comp, perks, the standard interview steps. Questions about how to game the loop read as the opposite of truth-seeking. Ask what you genuinely want to know about the work and let the curiosity be real.