Work-sample assessments: measure the work candidates will actually do

CIPD notes that work-sample tests can be better predictors than traditional approaches when they genuinely represent the job. A task might involve responding to a customer complaint, reviewing a spreadsheet, drafting a short plan or explaining a technical decision. The exercise should respect candidate time and must not become unpaid commercial work. Define the task, time and success criteria, and provide consistent conditions for applicants to the same role. YUVAIRA supports multiple choice, scenarios, written answers and work-sample uploads, while separating automatic scoring from analytics that requires human review.