Steps: Set Up Candidate Skills Match
You can configure your tenant to review candidate job applications and assign a Skills Match Score based on the similarity of skills between the job application and job requisition. You can also configure the candidate grid on the job requisition to display the Skills Match Score and score details for each job application. Recruiters might use this machine learning-powered analysis of candidates’ applications to improve the efficiency of the application review process.
Workday continues to monitor and periodically test the Candidate Skills Match feature to proactively identify impermissible bias. In light of the evolving nature of machine learning tools, and in order to uphold our commitments to ethical AI, Workday reserves the right to change or remove, temporarily or permanently, the Candidate Skills Match feature and accompanying functionality (e.g., match details functionality) at its sole discretion. Where reasonably possible, Workday will provide advance notice of such changes to customers.
Customers are responsible for understanding and complying with any legal obligations arising from their use of Candidate Skills Match, including any assessment, testing, or documentation that may be required under anti-discrimination laws. Customers should consult with their legal counsel to determine whether their configuration and use of Candidate Skills Match satisfies their organization’s compliance requirements.
- Enable Innovation Services Feature and Machine Learning Data Contributions .On theInnovation Services Opt-Intask, select theHCM Machine Learning GA Featuresservice on theAvailable Servicestab in theHCMcategory.
- Access theEdit Tenant Setup - Machine Learningtask.Select the region in which Workday hosts data used for improvement and personalization of machine learning and analytics functionality.Security:Set Up: Tenant Setup - Machine Learningin the System functional area.
- Configure these domains in the Recruiting functional area:
- Candidate Data: Candidate Skills Match
- Candidate Skills Match Details Lookup
- Access theEdit Tenant Setup - Recruitingtask.Use theCandidate Skills Match Location ExclusionandCandidate Skills Match Location Hierarchy Exclusionprompts to select which locations to exclude from Candidate Skills Match.
- Configure the candidate list grid on job requisitions to display skills match scores.From theGrid Configurationprompt on theEdit Grid Configurationtask, selectDefault Candidate List Gridor a custom grid used on the job requisition. On theIndividual Columnsgrid, add these fields that are on theJob Applicationbusiness object.
- Skills Match Score Details
- (Optional)Skills Match Score
- (Optional)Skills Matched
- (Optional)Skills Not Found
A background process automatically begins scoring all active job applications on open job requisitions.
If you exclude a location after Workday calculated a skills match score for a candidate application, the score will still be available. You can use the
Maintain Candidate List Assignment
task to create a condition that hides these scores for excluded locations or location hierarchies.Create a custom report with these fields on the Job Application business object to assess Candidate Skills Match data:
- Skills Match Score Details
- Skills Match Score
- Skills Matched
- Skills Not Found