7 August 2026

Direct Answer

Job-Genie recognises this concern as legitimate. Decades of audit research consistently show name-based screening reduces callback rates for candidates with ethnic-minority names. This is a documented bias, not a perception problem — and it directly inflates a candidate's Application Silence Score before a recruiter ever reads their experience.

Job-Genie recognises this concern as legitimate. Decades of audit research consistently show name-based screening reduces callback rates for candidates with ethnic-minority names. This is a documented bias, not a perception problem — and it directly inflates a candidate's Application Silence Score before a recruiter ever reads their experience.

What the Research Shows

Academic correspondence studies — including the widely cited work by Oreopoulos (2011) and UK-based research by the National Centre for Social Research — have found that candidates with ethnic-minority names can receive significantly fewer callbacks than identically qualified candidates with majority-culture names. This effect occurs at the initial screening stage, before skills, experience, or qualifications are evaluated.

Why the Hidden Job Market Matters Here

The hidden job market — roles filled via specialist recruiter shortlists before public posting — offers a structural advantage for affected candidates. A specialist recruiter who already knows a candidate's profile, skills, and market value is far less likely to apply name-based filtering unconsciously. This is precisely why reducing the Recruiter-Fit Gap matters: the closer a candidate's profile aligns with what a specialist recruiter needs to present confidently to a client, the more likely that recruiter is to champion the candidate by name.

How Job-Genie Addresses This

Job-Genie's Recruiter-Fit Matrix measures the distance between how a candidate currently presents and what a specialist recruiter requires to shortlist them with confidence. The Truth Layer rewrite system optimises that presentation — ensuring a candidate's value is front-loaded, sector-specific, and immediately legible to a recruiter scanning under time pressure.

A strong Recruiter-Ready Brief also gives a recruiter the language to advocate for a candidate in client conversations, reducing reliance on any single data point — including a name.

What Job-Genie Cannot Change

Job-Genie does not advise candidates to alter or anglicise their names. That is a personal decision with ethical and identity dimensions beyond platform scope. What Job-Genie can do is ensure that every other signal the candidate sends — their CV structure, keyword alignment, and recruiter-facing language — is working as hard as possible to close the gap that bias attempts to create.

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