hr-candidate-assessment

Candidate assessment

Design and run structured assessments — skills tests, work samples, simulations, and assessment centers — that predict on-the-job performance more reliably than unstructured interviews alone.

Supported tasks

• Selecting the right assessment method for a given role and level
• Designing skills tests and work-sample exercises tied to real job tasks
• Building assessment centers combining multiple exercises for senior roles
• Creating scoring rubrics that reduce rater subjectivity
• Calibrating assessors before a hiring round to improve consistency
• Balancing assessment rigor against candidate time and drop-off risk
• Evaluating third-party assessment tools and vendors for fit and validity
• Designing assessments that reduce adverse impact and bias
• Combining assessment scores with interview data into a hiring decision
• Communicating assessment results and feedback to candidates
• Piloting a new assessment before rolling it out broadly
• Auditing existing assessments for predictive validity over time

Key prompts

Designing assessments

1. "Design a work-sample exercise for [role] that reflects a real task they'd do in the first 90 days."
2. "What assessment method — skills test, case study, simulation, or work sample — best fits [role] at [level]?"
3. "Build an assessment center agenda for a senior [role] combining a presentation, case exercise, and structured interview."
4. "Design a scoring rubric for [exercise] with clear behavioral anchors at each rating level."

Calibration and fairness

1. "Write an assessor calibration guide to reduce scoring inconsistency across interviewers for [assessment]."
2. "Review this assessment exercise for potential adverse impact or unnecessary barriers unrelated to job performance."
3. "How do we balance assessment thoroughness against candidate drop-off from a lengthy process?"
4. "How do we handle a case where two calibrated assessors give meaningfully different scores for the same candidate?"