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Leveling Signals: Senior vs Staff
The same loop decides two things: whether you are hired and at what level, and the second is decided by a small set of signals interviewers are trained to listen for. Senior is scope you own and execute; staff is scope you define, across teams, under ambiguity, with the organization's defaults changed behind you. The signals are audible in every round: how you frame a design prompt, which failure modes you name unprompted, whose problem an incident was, what changed after it, and what you chose not to do. This page lists the signals per round, the stories each level needs, and the down-leveling traps.
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PRACTICE THIS IN REAL QUESTIONS
Behavioral & OwnershipWhat actually changes between senior and staff engineer in infrastructure?→Behavioral & OwnershipWhat would you build in your first 90 days on this team?→Behavioral & OwnershipLeadership wants to buy another 2,000 GPUs. You think it is the wrong call. What do you do?→Behavioral & OwnershipTell me about a cost reduction you led. How did you prove reliability did not suffer?→Behavioral & OwnershipA researcher needs 256 GPUs today and the cluster is full. How do you handle it?→Behavioral & OwnershipTwo teams both need the same capacity and both have escalated. How do you resolve it?→
