06-reference

commoncog job market audit

Sat Apr 18 2026 20:00:00 GMT-0400 (Eastern Daylight Time) ·reference ·source: Commoncog ·by Cedric Chin

“Do a Job Market Audit” — @CedricChin

Why this is in the vault

Core piece in Cedric’s career moats canon — directly relevant to RDCO’s positioning of the founder’s moat (data-engineering tacit knowledge built at phData) and to how RDCO presents Sanity Check as a moat-building public artifact. The vault already holds the spine of the Career Moats Guide; this fills out the periphery.

The core argument

How to audit your own position in the job market: a structured exercise to identify which of your skills are actually rare-and-valuable to employers right now (vs. what you believe is valuable), what gaps you’d need to close to be poach-worthy, and which adjacent moves would compound your moat. The audit is the prerequisite to any deliberate career move.

Mapping against Ray Data Co

RDCO is itself a career-moat play for the founder: the agent-deployer mandate compounds rare-and-valuable skills (data-pipeline ops + LLM agent ops) that are presently underpriced. Sanity Check’s job is to make that moat legible to the market. Cedric’s moat framework gives us the vocabulary for both the founder’s W2-vs-1099-vs-RDCO decision and for how we explain the consulting offer to first prospects (we’re paid for skill rarity, not hours).

Source: Do a Job Market Audit by Cedric Chin (Commoncog). 2586 words. Filed 2026-04-19 as part of Start-Here + Business-Expertise-Triad backfill cohort.