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
2.7 KiB
QA sample — artistic-director
1 of 68 records (2%). Judge each extraction against QUALITY_BAR.md 'Extraction quality': faithful, no invented items, plausible seniority.
Creative/Design Director (us)
Ad (first 2000 chars):
Based in the heart of New York City, Envisage Group designs and develops a dynamic portfolio of handbag and travel brands that span the full lifestyle spectrum. From premium leather collections to performance-driven travel gear, we create products that blend style, function, and innovation. We are seeking a Creative/Design Director in Tribeca, NYC, to lead the vision for our outdoor and active lifestyle brand. You will disrupt the traditional outdoor narrative, rejecting narrow customer personas to create universally adaptable bags and wearable gear for all active lifestyles.
The Mission The traditional outdoor industry is built on exclusive architectures—defining the customer by extreme sports, specific terrains, or rigid aesthetics. We refuse to accept these boundaries. Our mission is to interrupt this paradigm by creating universal solutions for active lifestyles of all kinds. We build gear for human movement, seamless transitions, and everyday utility, completely redefining what active gear can be. As the Creative/Design Director, you will be the architectural force behind this disruption. You will translate our inclusive, forward-thinking mission into concrete product strategies. Your designs for bags and wearable accessories will challenge the status quo, merging raw technical performance with universal, democratic design.
Key Responsibilities • Disruptive Product Vision: Lead end-to-end design for bags, packs, and wearable gear that reject traditional category silos. • Universal Innovation: Pioneer multi-functional, ergonomic solutions that adapt seamlessly across diverse human experiences, environments, and lifestyles. • Brand Identity & Creative Direction: Establish an inclusive, high-utility aesthetic language across all products, packaging, and digital touchpoints. • Team Leadership: Recruit, mentor, and inspire a diverse team of industrial and accessory designers to think outside industry norms. • Strategic Collaboration: Partner with Sourcing, Product
Extraction:
{
"hard_skills": [
"product design",
"technical bag design",
"backpack design",
"soft accessories design",
"ergonomic testing",
"creative leadership"
],
"tools": [],
"methods": [],
"responsibilities": [
"product vision leadership",
"innovation pioneering",
"brand identity establishment",
"team recruitment",
"strategic collaboration"
],
"qualifications": [
"10+ years design and creative leadership experience"
],
"soft_skills": [],
"seniority": "senior"
}