68 lines
2.7 KiB
Markdown
68 lines
2.7 KiB
Markdown
<p align="center"><img src="assets/skillfactor_logo_red.png" alt="skillfactor" width="360"></p>
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# skillfactor marketplace
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**AI with work experience.** The occupational skill layer: public occupation
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databases (ESCO, O*NET) + live job-ad evidence + expert knowledge, compiled
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into one ready-to-use skill package per occupation. Every employee agent loads
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the package for its role — and starts with the profession built in.
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**1953 occupations** are currently published in
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[`skills-core`](https://workplace.digital/skills-core). The machine-readable index is
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[`marketplace.json`](marketplace.json).
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## Architecture
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```mermaid
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flowchart LR
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A["ESCO 1.2.1 / O*NET 30.3<br/>+ official crosswalk"] --> DB[("evidence store<br/>Microsoft SQL Server")]
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J["job ads<br/>(JSearch / Adzuna APIs)"] --> DB
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W["Wikipedia / Wikidata<br/>+ literature"] --> G
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DB --> G["generator"]
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G --> CORE["skills-core<br/>1 repo per occupation"]
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CORE -->|fork| T["tenant-acme<br/>(private extensions)"]
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T -->|sanitize gate:<br/>PII scan + eval + human PR review| COMM["skills-community"]
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```
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## Layer model
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| Layer | Content | Visibility |
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|---|---|---|
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| community | shared, anonymized best practices | public |
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| company | tenant processes (e.g. `tenant-acme`) | private |
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| role | the role's memory | tenant |
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| person | personal style | employee |
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Every boundary is a gate: PII/secret scan (`sanitize.yml`), structural eval
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(`eval.yml`), anonymization, and a human pull-request review.
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## Data provenance
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Every package documents where its content comes from in its own
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`PROVENANCE.md` (rendered pie chart + table). Library-wide distribution of
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content items:
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```mermaid
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%%{init: {'theme':'base','themeVariables':{'pie1':'#f9a825','pie2':'#1e88e5','pie3':'#ff355e','pie4':'#43a047','pie5':'#8e24aa','pie6':'#00acc1','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
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pie showData
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title Content sources across all 1953 packages
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"ESCO (occupations & competences)" : 89858
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"O*NET (tasks & tools)" : 196683
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"Job boards (market evidence)" : 115660
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"Wikipedia & AI expert curation" : 154
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"External AI skill packs (mapped)" : 339768
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"Stack Exchange practitioner Q&A (CC-BY-SA)" : 1500
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```
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The taxonomy share dominates library-wide because job-ad and expert
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enrichment rolls out occupation by occupation (see the
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[recruiter package](https://workplace.digital/skills-core/recruitment-consultant/src/branch/main/PROVENANCE.md)
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for a fully enriched split).
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## Licensing
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This marketplace includes information from the O*NET Database (v30.3,
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USDOL/ETA, CC BY 4.0) and ESCO (v1.2.1, © European Union —
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[conditions](https://esco.ec.europa.eu/en/use-esco/download)).
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skillfactor is not endorsed by USDOL/ETA or the European Commission.
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