Snapshot before the quality program (relevance gates, tiered mapping, QA linter). v1 is the immutable before/after reference; evidence crawl was at ~175/3039 occupations when tagged. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
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QA sample — asphalt-laboratory-technician
1 of 60 records (2%). Judge each extraction against QUALITY_BAR.md 'Extraction quality': faithful, no invented items, plausible seniority.
Innovation Lab Technician for Asphalt Materials (us)
Ad (first 2000 chars):
Ergon Inc. is looking for a Product Development Lab Technician in Baltimore, Maryland, to support the development and improvement of asphalt products. The role entails conducting laboratory performance tests and maintaining quality control.
Ideal candidates will have a High School diploma and strong organizational skills. Benefits include competitive pay, 401(k) matching, and health insurance.
Extraction:
{
"hard_skills": [
"laboratory testing",
"quality control"
],
"tools": [],
"methods": [],
"responsibilities": [
"product development support",
"performance testing",
"quality control maintenance"
],
"qualifications": [
"high school diploma"
],
"soft_skills": [
"organizational skills"
],
"seniority": "n/a"
}