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Brief ready · 22 minutes

Daniel Okafor

Staff Engineer — Platform

Senior SWE at 800-person fintech · 7 years backend

? Needs more info

Strong on systems, but the leadership scope is ambiguous. Your panel needs to test for "tech lead of platform group" vs "the senior who shows up to incidents."

Top strengths

Deep on platform reliability — has owned an SLO that mattered

Carried the 99.95% availability SLO for the payments-rail service through a Black Friday. Specific on what tripped the alerting and what got refactored after.

"Black Friday '24, the rate-limit middleware was sharing a Redis cluster with the session cache. Traffic spike on auth caused rate-limit lookups to time out, fail open, and pile up on the payments service. We split the clusters that week. Latency P99 dropped 40ms permanently."

Concerns

The "leadership" examples are individual-contributor stories with a team frame

When asked about leading platform initiatives, his strongest examples are still about his own code or his own debugging. The team-influence layer (RFCs, mentorship, scope shaping) is thinner than the title suggests.

Test in interview: Ask him: "describe a platform decision you wanted to make that you couldn't — what stopped you, and how did you eventually unblock it?" His answer maps to whether he's actually been the senior decision-maker or just adjacent to one.

No explicit signal on the multi-team scope you described

Current role has him deep in one service. The JD you posted is platform-wide influence across 4-6 teams. He didn't volunteer evidence of working across that surface and didn't pick up the cue when Claire prompted.

Test in interview: Probe specific cross-team conflict: "tell me about a time you had to align three engineering managers on a platform direction they each disagreed about. Walk me through every conversation."

Suggested follow-ups

What was the last platform-level decision you owned end-to-end where the technical answer was clear but the org politics weren't?

He gave a clean technical answer; the political layer is the unknown. This is the single question that resolves the staff-vs-senior question.

Transcript · key moments

Claire

You mentioned you led the rate-limiting refactor. Walk me through who else on the platform side weighed in on that decision.

Candidate

Mostly I scoped it, I wrote the RFC, and the SRE lead reviewed it. Once it was reviewed I just executed.

Claire

And before you wrote that RFC — who else proposed solutions you had to weigh against yours?

Candidate

… I think I was the only one who had a written proposal. The infra team had some ideas in standup but nothing concrete.