Xobin Research · The scientific division of Xobin

Advancing the science of talent decisions.

Original research, workforce intelligence, and evidence-backed insights drawn from over 5 million assessments, 20,000+ researched skills, and 30,000+ job descriptions.

Hiring software can be built in days. Hiring intelligence takes years.

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CommsCustomer SupportChat EtiquetteCall HandlingEscalationDe-escalationDocumentationSOFTWARE ENGINEERINGCLOUD & DEVOPSDATA & AISECURITYPRODUCT & DESIGNCOGNITIVE ABILITYBEHAVIOURALSALES & MARKETINGFINANCE & ACCOUNTINGOPERATIONS & SUPPLY CHAINHEALTHCARE & LIFE SCIENCESLANGUAGE & COMMSSKILL GRAPH · N = 20,000XOBIN RESEARCHDOMAINS = 12 · LABELLED = 600EDGES = k-NN + CROSS-DOMAIN SYNAPSES
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Fig. 01 — Neural graph of 20,000 skills researched at Xobinn = 20,000 · 12 clusters · drag to pan · scroll to zoom
§ Flagship Research26 July 2026

The Human vs AI Skills Report.

Where humans continue to provide differentiated value, where AI performs strongly, and where the two work best together — measured across the Xobin corpus. Methodology, scope, and early-access details are on the report page.

Read the report brief →
§ About the Lab

The team that stands behind every Xobin score.

Xobin Research is the in-house team of psychometricians, I-O psychologists, and machine-learning researchers who design, validate, and audit every assessment and AI interview Xobin ships.

We treat a Xobin score the way a lab treats a measurement: with a stated method, a known error, and evidence anyone can request.

About the lab →
§ From the lab

Read the flagship report, or get in touch with the research team.