{"uid":"cap_7WqlYce0vxGzn1WHYWt4R","slug":"bizintel-api-job-taxonomy-lookup-ef435af5","name":"BizIntel API – Job Taxonomy Lookup","description":"Resolves job titles to O*NET standard codes and role descriptions.","url":"https://bizintel-api.hahavoid0.workers.dev/talent/job-taxonomy","method":"POST","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method","bodyType","body"],"properties":{"body":{"type":"object","required":["title"],"properties":{"title":{"type":"string","description":"Job title (e.g. Software Quality Assurance)"}}},"type":{"type":"string","const":"http"},"method":{"enum":["POST"],"type":"string"},"bodyType":{"enum":["json","form-data","text"],"type":"string"}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":{"type":"json","example":{"result":{"title":"Software Developers","onet_code":"15-1252.00"},"warnings":[],"supported":true,"confidence":"high","data_as_of":"2026-06","disclaimer":"Informational support only. Not legal, tax, medical, veterinary, or financial advice. Verify with the cited official source or a qualified professional before acting."}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.001/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.001","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.001","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_o2PqS19zIcRDSVbva76nC","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Maps a job title or occupation description to its official O*NET occupational classification code and standardized title","exampleAgentPrompt":"What is the official O*NET occupational code and standardized title for the job title 'Machine Learning Engineer'?","exampleUseCases":null,"resultDescription":"Returns a JSON object with the standardized O*NET occupational title (e.g. 'Software Developers'), the O*NET code (e.g. '15-1252.00'), a confidence level (high/medium/low), a supported boolean indicating whether the taxonomy lookup succeeded, a data_as_of date for the reference data vintage, any warnings, and a disclaimer about informational use only.","failureModes":["Ambiguous or highly niche job title may return lower confidence score or unsupported flag","Very informal or slang role names may not map cleanly to a taxonomy entry","Outdated O*NET version if data_as_of lags behind the latest SOC revision","No match found returns supported:false with empty or null onet_code","Payment failure via x402/USDC on Base prevents the call from executing"],"whenToPreferThis":"Use this endpoint when you need to map free-text job titles to official O*NET occupational codes for workforce analytics, HR systems, compliance reporting, labor market research, or resume parsing pipelines. Prefer it over generic LLM-based classification when you need a verifiable, citable O*NET code with a confidence signal rather than an approximate categorization.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T18:50:21.926Z","isFirstParty":false}