talent_intelligence
ActiveTool of gapup-mcp
HR tech intelligence for CHROs, recruiters, VC teams, comp & benefits leads and workforce planners. Four modes powered by ESCO, O*NET, BLS OES and crowd-sourced salary data: • salary_benchmark — cash-only salary medians (p25/median/p75) for 54+ roles across US/EU/Asia. Covers tech, finance, compliance, healthcare, marketing, ops and C-suite. Data from BLS OES, Levels.fyi and StackOverflow Developer Survey 2024. • skills_taxonomy — maps a skill to its ESCO URI, O*NET codes, skill type (hard/soft/knowledge/cert), 8 related skills with similarity scores and typical roles. • job_market_trends — YoY growth %, open positions estimate, top employers and leading skills per job category × country. Static 2024 data with BLS baseline fallback. • adjacent_roles — up to 6 roles adjacent to a source role with ESCO taxonomy adjacency: similarity score, salary delta % and skills overlap %. All salary data is cash-only (excludes equity/RSU/bonus). Cache TTL: 24h (stable labour market data). Optional env ONET_API_KEY for authenticated O*NET lookups (free registration at onetcenter.org).
Parameters schema
{
"type": "object",
"required": [
"mode"
],
"properties": {
"mode": {
"enum": [
"salary_benchmark",
"skills_taxonomy",
"job_market_trends",
"adjacent_roles"
],
"type": "string",
"description": "Analysis mode: salary_benchmark=compensation data, skills_taxonomy=ESCO/O*NET mapping, job_market_trends=market growth and demand, adjacent_roles=career path recommendations."
},
"role": {
"type": "string",
"maxLength": 150,
"minLength": 2,
"description": "Job title (required for salary_benchmark, job_market_trends, adjacent_roles). Examples: \"Senior Software Engineer\", \"Compliance Officer\", \"Data Scientist\", \"CFO\"."
},
"async": {
"type": "boolean",
"description": "If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts."
},
"skill": {
"type": "string",
"maxLength": 150,
"minLength": 2,
"description": "Skill to classify (required for skills_taxonomy mode). Examples: \"Python\", \"transformer architecture\", \"GDPR\", \"Kubernetes\", \"leadership\"."
},
"country": {
"type": "string",
"maxLength": 5,
"minLength": 2,
"description": "ISO 2-letter country code. Default: US. Examples: US, FR, DE, GB, SG."
},
"seniority": {
"enum": [
"junior",
"mid",
"senior",
"lead",
"principal",
"executive"
],
"type": "string",
"description": "Seniority level. Default: senior. Affects salary benchmark ranges."
}
}
}No endpoints wrapped at confidence ≥ 0.70.
Parent server
gapup-mcp
https://github.com/getgapup/gapup-mcp-public
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