OikoHire
OikoHire
AIAI Semantic Search Demo

Search by Meaning, Not Just Keywords

Describe your ideal candidate naturally. Our vector-based AI understands context, nuance, and adjacent skills to find the perfect match, even if they don't use your exact terminology.

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Semantic Matches

Showing top 3 results
Elena Rodriguez

Elena Rodriguez

Verified
RoleSenior Frontend Architect
LocationSan Francisco, CA
Score94
Match
Extracted Skill Vectors
ReactState ManagementZustandCSS ArchitectureE-commerce
AIMatch Rationale
Elena is a strong semantic match. The query requested a 'seasoned frontend engineer' who understands 'state management'. Her extensive background architecting complex applications with Zustand directly answers this. Furthermore, her recent 3-year tenure at a major retail brand satisfies the 'e-commerce bonus' requirement.
Marcus Chen

Marcus Chen

Verified
RoleLead UI/UX Developer
LocationRemote (New York)
Score88
Match
Extracted Skill Vectors
ReactTailwind CSSReduxFigmaInteraction Design
AIMatch Rationale
Marcus aligns heavily with the 'pixel-perfect UI' aspect of your query. His dual expertise in design systems and React development creates a strong vector correlation with visual fidelity requirements. While he uses Redux rather than modern lightweight state tools, his foundational knowledge meets the 'state management' criteria.
Sarah Jenkins

Sarah Jenkins

Verified
RoleFullstack Engineer (Frontend Heavy)
LocationAustin, TX
Score82
Match
Extracted Skill Vectors
ReactContext APINode.jsPayment Gateways
AIMatch Rationale
Sarah represents a solid contextual fit. Although her title is Fullstack, her recent projects are heavily React-focused. The AI detected high relevance in her experience integrating 'Payment Gateways', which strongly associates with the 'e-commerce' aspect of your query, despite missing explicit retail experience.
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