recruiting · saas · workflow
Under the hood: the tech behind LinkedIn Hiring Assistant, LinkedIn's first AI recruiting agent
Recruiters had to navigate multiple tools and handle many repetitive tasks—sourcing, messaging candidates, coordinating with hiring managers—leaving limited time for strategic and interpersonal work.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Recruiter natural language input
The recruiter initiates a workflow by interacting with Hiring Assistant using natural language as input.
Tools used
LinkedIn Hiring AssistantLLMsLinkedIn Economic Graph
Outcome
LinkedIn launched Hiring Assistant, an AI agent that takes on recruiters' most repetitive tasks using LLMs, experiential memory, and semantic search, enabling recruiters to focus on strategic and interpersonal work.
Grounding & classification
Source type: technical build writeup
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agentic workflowai agentconversational aienterprise searchpersonalizationknowledge baseresumehuman review describednamed customerproduction runtime claimedtools describedworkflow describedsoftwareemployee productivitytime savedtechnical build writeuphr opsrecruitingagentic task executionai draft human approval