Skills-Based Hiring: Assessing Candidates Beyond Their CV

Start with the work the person will actually do

A polished CV can describe experience, but it cannot show how someone checks a spreadsheet, explains a customer issue or prioritises competing deadlines. Skills-based hiring adds direct evidence to the decision. Qualifications and licences remain essential where a profession requires them; for other criteria, ask whether the requirement predicts the work or merely narrows the applicant pool.

For a Bangladesh employer hiring an administrator, customer support representative or junior operations colleague, the starting point is a short role scorecard. Describe three to five outcomes expected in the first three months. Then identify what the person must already know and what the organisation can teach. This article proposes an implementation framework, rather than a universal assessment standard.

Use a small, realistic work sample

The US Office of Personnel Management describes work samples as exercises that reflect activities performed in the job. Its guidance also distinguishes skills expected on entry from skills an employer intends to teach. Apply that distinction when choosing an exercise: a beginner should not fail because they have never used your internal software.

Use fictional information and a task that takes a reasonable amount of time. Explain the instructions, permitted tools and assessment criteria in advance. Ask candidates whether an accessible format or adjustment is needed. Avoid collecting useful unpaid production work under the label of an assessment.

References: [1]

Create a scorecard before reviewing applicants

An illustrative scorecard could allocate 40 points to the work sample, 30 to a structured interview, 20 to relevant experience evidence and 10 to communication. These weights are examples to discuss with the hiring manager, not a validated test. For each criterion, define what weak, acceptable and strong evidence look like before applications arrive.

Keep essential gates separate from comparative scores. A mandatory professional licence cannot be replaced by a high interview score. Likewise, an impressive job title should not cancel an inaccurate work sample. Record the evidence behind each rating and ask assessors to score independently before discussing the candidate.

Ask consistent interview questions

OPM recommends predetermined questions and a common rating scale for structured interviews. A practical approach is to ask every candidate the same core questions, while allowing follow-up questions to clarify the evidence. Ask what the person did, why they chose that approach, what happened and what they would change.

For example: “Tell us about a time you found an error that affected someone else’s work.” Listen for a concrete situation, personal contribution and outcome. Do not reward confidence or an accent as a substitute for competence. Use clear language appropriate to the role and explain how candidates may demonstrate their skills.

References: [2]

Pilot, review and improve

Start with one role and compare the assessment evidence with later job performance. Review completion rates, candidate feedback and whether the task disadvantages people for reasons unrelated to the job. A hiring manager should review the evidence and make the selection; an AI-generated ranking should not become an unexplained automatic rejection.

After appointment, turn the scorecard into an onboarding plan. Where a successful candidate needs training, assign an owner and a review date. This connects recruitment with development and makes the assessment useful beyond the interview. Keep candidate records accessible only to the people who need them, with a defined retention period.