De-identified hiring - also known as blind recruitment - is one of the most effective tools for reducing bias in the hiring process. By removing personal identifiers such as name, gender, age, and ethnicity from candidate profiles, employers are forced to evaluate talent on what actually matters: skills, qualifications, and capability.
The Evidence
A landmark 2012 field experiment by the Australian National University (Booth, Leigh and Varganova, Oxford Bulletin of Economics and Statistics) found that to get as many interviews as an Anglo-named applicant, an Indigenous person had to submit 35% more applications, a Chinese person 68% more, and a Middle Eastern person 64% more. These findings, published in the ANU-led research on labour market discrimination, highlight the systematic barriers that de-identified hiring directly addresses.
Eleven years on, the problem has not gone away, and at senior levels it is worse. A 2023 Monash University study sent more than 12,000 applications in response to over 4,000 job advertisements across Melbourne, Sydney and Brisbane, testing six ethnic groups. Applicants with ethnic names received 57.4% fewer callbacks than applicants with English names for leadership positions, and 45.3% fewer for non-leadership roles. It is believed to be the first study to examine hiring discrimination specifically at leadership level, and its finding is the one employers should sit with: the more senior the role, the wider the gap. De-identification is not a graduate-hiring fix. The gate it opens matters most further up.
Research from Harvard Business Review confirms that diverse teams are smarter - they process information more carefully, are more innovative, and make fewer factual errors. Yet bias in the screening stage prevents diverse talent from ever reaching those teams.
How De-Identification Changes Outcomes
McKinsey's "Diversity Wins" report found that companies in the top quartile for ethnic and cultural diversity were 36% more likely to have above-average profitability. The challenge has always been getting diverse candidates through the initial screening gate.
De-identified profiles solve this by:
- Removing name, gender, and age from search results
- Focusing employer attention on qualifications, certifications, and skills
- Showing verified work history without demographic markers
- Allowing diversity-tagged agents to surface underrepresented talent without exposing individual candidate identity
Find Your People's Approach
On the Find Your People marketplace, every candidate profile is de-identified by default. Employers browse skills, qualifications, and capability - not CVs or personal identifiers. Agents vouch for their candidates and handle the introduction only when both parties express interest.
This structured, skill-first model ensures that the 95% of interviewed candidates who currently remain invisible to the wider market get a fair shot at being discovered.
Sources: ANU Labour Market Discrimination Study (2012) · Monash University - English-sounding names get more call-backs (2023) · Harvard Business Review - Why Diverse Teams Are Smarter · McKinsey - Diversity Wins