Global Skill Taxonomy • Next-Gen Labor Infrastructure

The Intelligence Layer for Skills

SkillTaxo provides a global, AI-ready skills taxonomy that connects skills with jobs, people, education, credentials and industries.

Built for Governments • Institutions • Enterprises • Platforms

SKILLSTAXO :: LIVE_GRAPH_ENGINE
FPS: 60 | NODES: 6 CLUSTERS
Skills (12k+) Jobs (4.5k) People Courses Credentials Industries
Hover or Drag Nodes
Graph Density: 0.94 • Semantic Similarity Threshold: 0.88 Synced
The Structural Dilemma

The world has millions of skills. But no common language.

Human capabilities, job openings, and qualifications are locked in disjointed silos. Without a standardized semantic layer, employers cannot find talent, institutions teach obsolete curricula, and AI models hallucinate skill competencies.

Fragmented Disparate Sources Unstructured & Siloed
Job Descriptions Unstandardized JDs
Resumes & CVs Self-reported text
Courses & Syllabi Static learning text
Certifications Vendor badges
Academic Programs Degree nomenclature
Workforce Databases Regional registries
Government Programs Legacy SOC / ISCO codes
Normalizing & Resolving
SINGLE SOURCE OF TRUTH v4.2 GLOBAL ONTOLOGY

SkillTaxo Skills Graph

All fragmented skills, titles, qualifications, and learning outcomes mapped onto an authoritative, machine-readable semantic knowledge graph.

01. Canonical URI
Unique identifiers for every global skill node
02. Multilingual
Localized across 45+ international languages
03. Graph Weights
Strength of association & labor adjacency
04. AI Embedding
High-dimensional vector representations
Interoperable Standard 99.98% Classification Accuracy
Core Platform Capabilities

One Skills Language.
Multiple Workforce Applications.

SkillTaxo standardizes the entire skill lifecycle—transforming unstructured human-capital text into verified, interconnected data assets.

01. Ingestion

Skill Discovery

Discover and identify skills from unstructured career, education and workforce data with deep context extraction.

Natural language parsing
02. Taxonomy

Skill Classification

Normalize and classify skills into a consistent taxonomy, disambiguating synonyms, spelling variations and regionalisms.

Hierarchical taxonomy resolution
03. Relationship

Skill Mapping

Map relationships between skills, occupations, job roles, courses and credentials across global qualification frameworks.

Cross-framework bridges
04. Analytics

Skill Intelligence

Understand skill demand, relevance, relationships and emerging skills across real-time labor market shifts.

Velocity & half-life modeling
05. Topology

Skill Graph

Build a connected graph of skills across people, jobs, learning and industries with sub-millisecond graph query traversal.

High-performance ontology
06. Intelligence

AI-Ready Skills

Make skills understandable and usable by AI systems, applications, and autonomous agents through structured JSON-LD & embeddings.

LLM context & agentic grounding
End-To-End Architecture

From Fragmented Data to Skills Intelligence

How SkillTaxo ingests multi-format labor artifacts, processes them through our state-of-the-art normalization pipeline, and outputs actionable human-capital intelligence.

Input Layer STAGE 01

Data Sources

Unstructured, multi-lingual raw workforce signals ingested via API and webhooks.

  • Jobs (Postings & JDs)
  • Resumes & Portfolios
  • Courses & Syllabi
  • Credentials & Badges
  • Academic Programs
  • Industry Competency Specs
  • Government Labor Data
Protocols: REST, S3, OCI, PDF, JSON-LD
Processing Core STAGE 02

SkillTaxo Engine

Distributed natural language processing, semantic matching, and topological graph reconciliation.

E
Extract
Contextual parsing
N
Normalize
Synonym resolution
C
Classify
Taxonomic nesting
M
Map
ESCO/O*NET bridging
E
Enrich
Labor market telemetry
A
Analyze
Predictive emergence
Latency: < 28ms Vector Embeddings: 1536-dim
Output Layer STAGE 03

Skills Intelligence

High-fidelity intelligence objects consumed by enterprise apps, AI agents & dashboards.

  • Skills Canonical
  • Competencies Behavioral
  • Occupations ESCO/O*NET
  • Job Roles Enterprise
  • Courses & Creds Verifiable
  • Industries NAICS/NACE
  • Emerging Skills +42% Growth
Egress: GraphQL, REST, Webhooks, Kafka
Multi-Dimensional Relational Topology

More Than a List of Skills

Traditional skill catalogs are flat, static checklists. SkillTaxo structures human ability as a high-order relational knowledge graph where every skill is contextually connected to parent concepts, adjacent occupations, credentials, and tools.

Topology Inspector: Node: "Machine Learning Engineering"
Click any connected node to inspect taxonomy links
Related Skills Parent Skills Child Skills Competencies Job Roles Occupations Industries Courses Credentials Certifications Tools & Tech Knowledge SKILL CENTRAL ENTITY
12 First-Class Topological Relational Facets Attached to Every Skill Node
Entity Metadata STATUS: VERIFIED

Canonical Skill Core

Central ontological entity: Machine Learning Engineering (ID: SKT-84920). Contains canonical title, aliases, ESCO alignment, and vector representations.

URI: taxo.io/s/ml-eng
Classification: Tech / AI / Systems
Adjacency Score: 0.96 (High)
Linked Jobs: 142,800 Active
Why Graph Architecture Matters

Flat tables break down when querying transferrable skills. A graph architecture calculates career transitions, learning prerequisites, and workforce re-skilling pathways instantly.

AI-Ready API-First Machine-Readable

Built for the AI Era

SkillTaxo gives AI systems a structured understanding of human capabilities, workforce requirements and skill relationships.

INGESTION & EXTRACTION
Resume Skills

Dissects experience narratives into verified, disambiguated competencies.

LABOR DEMAND MODELING
Job Description Required Skills

Separates hard requirements from nice-to-haves and inferred capabilities.

LEARNING ALIGNMENT
Course Developed Skills

Converts syllabus modules into recognized learning outcome standards.

TRUST & ASSURANCE
Credential Verified Skills

Cryptographically binds assertion metadata with taxonomy nodes.

HUMAN CAPITAL WALLET
Person Skill Profile

Builds persistent, portable talent passport interoperable worldwide.

MACRO FORECASTING
Industry Emerging Skills

Detects breakthrough technical frontiers before standard codes update.

AI
LLM Grounding & Knowledge Integration MCP-READY
Eliminate hallucination in HR, talent, and education generative workflows with deterministic graph grounding.
View Model Specs →
Interoperability & Open Governance

Designed for an Interoperable Skills Ecosystem

Use existing standards. Extend them. Or create your own organizational taxonomy.

ESCO European Union

Full bidirectional crosswalk to European Skills, Competences, Qualifications and Occupations.

O*NET U.S. Dept of Labor

Native mapping to Occupational Information Network standard taxonomy, SOC codes, and task matrices.

W3C Web Standard

Compliant with W3C Semantic Web specifications, SKOS (Simple Knowledge Organization System), and RDF.

Open Badges 3.0 1EdTech

Seamless integration with portable micro-credentials, metadata alignment, and skill assertions.

Verifiable Credentials Cryptographic

W3C VC data model compatible. Enables tamper-proof, independently verifiable skills proofs.

LER / CLR Workforce Data

Native support for Learning and Employment Records and Comprehensive Learner Records ecosystem.

Decentralized Identifiers W3C DID

Enables self-sovereign skill identity attribution without central gatekeepers or vendor lock-in.

Industry Taxonomies Sectoral

Ingest and link specialized frameworks across healthcare, aviation, semiconductors, and cybersecurity.

Custom Taxonomies Enterprise

Private organizational extensions mapped seamlessly against SkillTaxo's universal global benchmark.

Operational Impact

Turn Skills Data Into Action

Unlock high-leverage outcomes across human resource management, policy planning, and curriculum deployment.

01

Workforce Intelligence

Understand current and emerging skill demand across competitive regional markets.

02

Skills-Based Hiring

Match candidates based on skills rather than keywords, degrees, or legacy prestige signals.

03

Career Mobility

Identify adjacent skills and potential career pathways for employees seeking internal progression.

04

Curriculum Alignment

Map education and training to real industry requirements with automated gap detection.

05

Skills Gap Analysis

Identify missing skills at individual, institutional and workforce levels before disruptions occur.

06

Emerging Skills

Detect new and rapidly changing skills from frontier technical publications and fast-moving job ads.

Universal Interface

Skills Intelligence as Infrastructure

High-performance endpoints, deterministic JSON responses, and zero-overhead SDKs built for high-throughput production environments.

api.skilltaxo.org/v1
// 200 OK • Response Time: 14ms • Cache: HIT
curl -X GET "https://api.skilltaxo.org/v1/skills/skt_9482a" \
  -H "Authorization: Bearer sec_live_9f81bc..." \
  -H "Accept: application/json"

{
  "status": "success",
  "data": {
    "id": "skt_9482a",
    "canonical_title": "Distributed Systems Architecture",
    "uri": "https://skilltaxo.org/entity/skt_9482a",
    "standards": {
      "esco_code": "2512.1.8",
      "onet_soc": "15-1252.00"
    },
    "cluster": "Cloud Infrastructure & Backend",
    "velocity_index": 0.94,
    "vector_dims": 1536
  }
}
Documented Core Endpoints:
GET /skills • GET /skills/{id} • GET /skills/{id}/related • POST /skills/extract • POST /skills/map
API
REST & GraphQL
SDK
TS, Python, Go
MCP
Model Context
Graph
SPARQL & Cypher

Deterministic Accuracy for Engineers

No black-box ambiguity. SkillTaxo returns explicit taxonomy nodes with confidence ratings, parent taxonomies, and international occupational equivalencies.

99.99% Guaranteed Infrastructure SLA
Global low-latency edge caching
OAuth 2.0 & mTLS Enterprise Security
Ecosystem Architecture

Powered by a Connected Human Capital Infrastructure

SkillTaxo provides the skills intelligence layer across the GenuineIN ecosystem.

ProfileID IDENTITY

Individual Skills & Career Profile

Verified Skill Credentials
CareerSignature INTELLIGENCE

Career Intelligence

Longitudinal Progression Matrix
TalentIO SOURCING

Talent Discovery & Pipeline Sourcing

Skills-Based Candidate Discovery
SkillTaxo
Central Intelligence Core
Providing semantic ontology, entity resolution & skills taxonomy for all GenuineIN platforms.
SkillAuth EVALUATION

Skill Evaluation & Certification

Standardized Assessment Engines
JobIO MATCHING

Job Matching

Skills-Based Labor Placement
RecorDID VERIFICATION

Record Publication & Verification

Cryptographic Ledger Signatures

"SkillTaxo provides the skills intelligence layer across the GenuineIN ecosystem."

Global Standard for Human Capital

Build the Skills Language for Your Ecosystem

Connect people, jobs, learning and opportunity through a common skills intelligence layer.

Explore Platform Features

ISO/IEC Compliant • SOC2 Type II Certified • Sovereign Cloud Deployable