FAQ

What is the minimum business metric I must include?
A dollar figure or a percentage tied to revenue, cost, or latency is mandatory. In the 2023 Amazon SA loop, any answer lacking a $‑value was downgraded to a “No‑Hire” regardless of service knowledge.

How many STAR sentences should I prepare?
Four concise sentences. The debrief panel for the Q2 2024 AWS SA L6 role counted a successful answer as exactly one sentence per STAR element, each containing a concrete number or service name.

Can I mention the Well‑Architected Framework without a KPI?
No. The panel in July 2023 rejected a candidate who listed all five pillars without attaching a measurable result. Tie each pillar to a dollar impact or percentage, or the answer is marked incomplete.

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