InstantJobs
Home / /methodology & /editorial-policy
TELEMETRY METHODOLOGY & EDITORIAL STANDARDS

Methodology: How the Talent Supply Index & Platform Benchmarks Are Built

Definitions for every metric published on InstantJobs, how backend-to-backend snapshots are supplied by authenticated snapshots, and the strict quality and privacy guardrails every cohort must pass.

1. Zero-Footprint Backend-to-Backend Telemetry Sync

Every six hours, an automated aggregation worker computes candidate supply counts, target compensation percentiles (p25 / p50 / p75), skill shares, seniority distributions, and trailing 90-day interview-request acceptance rates across verified anonymous candidate pools. The worker signs the JSON payload with HMAC-SHA256 and pushes it to POST /api/sync.

InstantJobs stores the snapshot in its local WAL-mode SQLite database and renders all pages server-side. No client-side browser request ever calls external platform APIs, and no individual candidate profile URLs, names, or employers are ever exported.

2. Metric Definitions & Measurement Windows (2026)

Metric Exact Definition Window
Active Candidates Verified candidates with a published Wigi Highlight matching the role and city who have been active within the trailing 45-day window. 6h Snapshot
Target Comp p25 / p50 / p75 25th, 50th (median), and 75th percentiles of candidates' stated annual base compensation targets in local currency. Point-in-time
Interview Request Acceptance Rate Interview requests accepted divided by total interview requests sent to candidates in the cohort. Trailing 90d
Pre-Approval Wigi Highlights Standardized 3-bullet summaries of stack depth, system scale, and availability. Full Professional Summaries remain hidden across all pre-approval modes. Continuous
Account Owner Verification Mandatory KYC identity verification applied exclusively to the Account Owner of an employer organization before outreach is enabled. Mandatory Gate

3. The 15-Candidate Minimum Publishing Threshold

  • A role-and-city page (/talent-index/[role]-in-[city]) is indexed (index,follow) only when at least 15 verified candidates are active and at least 3 anonymized Wigi Highlights are available.
  • Markets below 15 active candidates are automatically served with <meta name="robots" content="noindex,follow">, excluded from sitemap.xml and llms.txt, and never padded with synthetic profiles.
  • Whenever a 6-hour sync changes a cohort's count or median salary, its dateModified schema timestamp updates and IndexNow notifies Bing and ChatGPT Search immediately.
ANALYST BYLINE & E-E-A-T

Marcus Vance

Principal Technical Recruiting Analyst

Editorial contact: info@instantjobs.com. Platform ratings are editorial assessments in the supplied comparison matrices. Supply figures reflect the dated aggregate snapshot.

License: CC BY 4.0
Contact: info@instantjobs.com

Editorial Policy Standards

  • Zero Profile Cloning: We never publish individual candidate profile pages or scrape personal contact data.
  • Tiered Link Hygiene: All programmatic cohort CTAs route through /go/ with rel="nofollow" and X-Robots-Tag: noindex, nofollow.
  • Open Dataset Licensing: Aggregated supply tables and SVG badges are licensed under CC BY 4.0 with attribution to instantjobs.com.