Nkosi Felix, Senior Data Platform Engineer

Career Telemetry Observatory

An interactive analytics view of a real, evidence-bounded job-search tracker -- built from the same twelve months of data used to run this search.

What this page is

This page turns a rigorous, evidence-bounded job-search tracker -- fit scores, funnel stages, interview signal, source provenance, twelve months of data -- into a public analytics view: application volume over time, fit-score distributions, conversion funnel, source-type conversion, and interview signal, with drill-down and cross-filtering.

The rigor of the analytics is the proof of capability; the subject matter -- how hard a real search has been -- is the vulnerability, not a sob story layered on top. Every number here traces back to a private tracker, parsed, validated, and allowlisted before it ever reaches this page.

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Data boundary

The browser will never read the raw tracker or call the private job-search backend. Every number is generated at build time from an allowlisted set of fields -- counts, percentages, averages, and bucketed scores -- with recruiter and vendor names, compensation figures, and raw private notes never included, by construction, rather than redacted after the fact.