The DND found that visible minorities, Indigenous Peoples, and Persons with Disabilities were more likely than other groups to be dropped from its current hiring process. As part of its endeavour to address systemic racism across all departments, the Visible Minorities Recruitment Campaign was initiated to improve the representation of visible minorities within DND leadership. A secondary goal was to evaluate the use of Knockri’s platform against traditional hiring approaches and recommend improvements to the recruitment process.
Visible minorities were screened out more often than other groups
Visible minorities, Indigenous Peoples, and Persons with Disabilities experienced less success than other groups at the reference check stage
Black candidates made up 10% of job applicants but only 6.6% of those hired
– Royal Commission Report
The Knockri Assessment was used to evaluate over 400 candidates across six Key Leadership Competencies (KLCs) used by the Government of Canada. Accommodations and extensions were granted as needed to ensure equity. After assessments were complete, a human validation process verified the accuracy of scoring and found that Knockri’s framework correlated with the KLCs.
In total, 232 hours of interviews were analyzed over the course of two days. Candidates were given the opportunity to review their experience, producing an average score of 4.4/5.
– I. Shugart Clerk of the Privy Council
Adapting traditional recruitment strategies to an automated interview assessment process enabled candidates to be evaluated based on skill, not by race, gender, or other characteristics that do not relate to job performance. The process also led to increased collaboration between HR and hiring managers and improved transparency and communication with candidates.
Black and Persons of Mixed Origins had the highest average score across all competencies
53% of successful candidates self-identified as women
Women of visible minority subgroups performed better than their male counterparts
This process represents a shift in thinking around hiring practices that allow for the prioritization of diversity and inclusion efforts. This is only the first step in ensuring hiring is equitable and fair across all candidates, regardless of demographic information.