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HR & Recruitingfree

Automated Resume Job Matching Engine with Bright Data & OpenAI 4o Mini

by Ranjan DailataUpdated Aug 2026
RequiresOpenAI
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SILoop Over ItemsMaWhen clicking ‘Test workflow’When clicking ‘…MCList all tools for Bright DataList all tools …SeSet the Input fieldsSet the Input f…MCBright Data MCP Client For Jobs ExtractionBright Data MCP…SOSplit OutMCBright Data MCP Client For Jobs Extraction within a LoopBright Data MCP…IEJob Desc Information ExtractorJob Desc Inform…CLAI Job MatchOPStructured Output ParserStructured Outp…FuCreate a binary data for AI Job MatchCreate a binary…HRWebhook Notification for AI Job MatchWebhook Notific…OpenAI Chat Model for Job Desc ExtractOpenAI Chat Mod…OpenAI Chat Model for AI Job MatchOpenAI Chat Mod…RWWrite the AI job matched response to diskWrite the AI jo…IEPaginated Job Data ExtractorPaginated Job D…OpenAI Chat Model for Paginated Job ExtractOpenAI Chat Mod…1234567891011121314151617
1/5
STEPS · 17
Run manually by an operator

On manual trigger, scrapes job listings via MCP, matches resumes with OpenAI and writes the results to a file.

Tags

manualcomplexOpenAIHRAI Summarization
Connects
OpenAI
CategoryHR & Recruiting
Triggermanual
Complexitycomplex
Nodes17
AddedJun 14, 2026