Skills based hiring built around evidence of real work
Skills based hiring starts with what someone can do in the role. SkillsValidator gives HR leaders a practical way to replace degree and resume keyword shortcuts with work samples, explain-back follow-ups, and a documented Skills Report. Define the skills that matter, invite candidates to demonstrate them, and give hiring managers evidence they can discuss. Your team keeps responsibility for the decision. Candidates never pay to participate.
Skills Validation Report
Senior customer support specialist
Skills based hiring needs more than a new job description
Skills based hiring works when the evaluation changes along with the job requirements. Removing a degree requirement opens the door, but a resume screen still rewards familiar titles and polished claims. A role-specific work sample lets candidates demonstrate relevant ability, including people whose experience follows a less conventional path.
AI adds another gap between a convincing answer and demonstrated skill. Multiple-choice answers and polished take-homes can come from a tool without revealing whether the candidate understands the work. A hiring program needs evidence of decisions, reasoning, and the ability to explain a submission, alongside clear expectations about permitted assistance.
Skill based hiring connects every requirement to a rubric
Skill based hiring becomes practical when each requirement has an observable standard. In SkillsValidator, choose the role, skills, seniority, and validation style. The builder generates a rubric per skill and 3 to 6 tasks in minutes. Candidates complete relevant work and answer follow-up questions about their own submission.
Choose Work sample, Scenario decisions, or Code task to match the work. Keep the assessment focused on essential responsibilities. Explain-back questions probe the candidate's reasoning rather than accepting the finished artifact as sufficient evidence. The report connects skill scores to quoted evidence and individual rubric lines, so reviewers can see what supports a recommendation.
Customer issue resolution
StrongRubric
Acknowledges the customer's concern without blaming them
"I understand why this looks like a duplicate charge."
Separates a pending authorization from a settled charge
"The first entry is settled; the second is a pending authorization."
Checks the billing record before promising a remedy
"I checked the invoice and payment history."
Gives a specific next action without guaranteeing a bank outcome
"If both entries settle, reply here and I will escalate the duplicate payment for review."
Validate a data analyst through an actual business question
A data analyst validation can assess data cleaning, analytical reasoning, spreadsheet work, and communication. Choose a mid-level role and Work sample style. Use a fictional orders dataset with duplicates, refunds, and incomplete acquisition sources. The task asks for a supported recommendation while making data limitations visible to a business reader.
The Skills Report shows a score for each assessed skill, quoted passages from the submitted reasoning, and the rubric line by line. It separates strong, verify, and not shown recommendation bands. For instance, a clear calculation paired with an unsupported attribution assumption gives the reviewer a specific issue to investigate in the next interview.
Task text
Review the supplied orders sheet and determine which acquisition channel deserves further investigation. Clean the records you rely on, explain how you treat refunds and missing sources, and write a short recommendation. Include the calculation behind your conclusion and identify an assumption that could change it.
Rubric line for data cleaning.
Identifies duplicate orders and describes a consistent treatment before comparing channels.
Rubric line for analytical reasoning.
Uses a justified comparison measure and explains how missing acquisition sources limit the conclusion.
Explain-back question.
Which cleaning choice most affects your recommendation, and what changes if you reverse that choice?
Explain-back question.
Why does your comparison measure answer the business question better than total order count?
Give hiring managers evidence they can inspect
The hiring team receives a shared record of demonstrated work rather than an unexplained overall score. Reviewers can compare candidates for the same role side by side, inspect the evidence behind each skill score, and use the recommendation band to decide where further verification belongs in the interview process.
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A Skills Report with quoted evidence, per-skill scores, and individual rubric judgments.
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Explain-back responses that help interviewers distinguish understanding from a polished artifact.
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A shareable report PDF for the hiring discussion and a consistent basis for comparison.
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Candidate links and invitations that make the same role validation available across the shortlist.
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An optional, free portable Verified Skills profile for candidates who pass.
Build the validation into the shortlist stage
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Place the validation after an initial conversation about role fit and before the deeper hiring interview. Keep candidate effort proportionate to the responsibility being evaluated, communicate the expected completion time before the task, and explain permitted tools. Use the report to focus the interview on evidence gaps and important decisions.
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Timing depends on the scope of the work sample and the follow-up questions. Keep the task bounded rather than requesting unpaid production work. Export results to your ATS through CSV, webhook, or API according to your plan. Starter begins at 99 USD per month. Compare role limits, seats, and export options on pricing.
Compare approaches by the evidence they provide
Each screening approach answers a different question about a candidate. A resume describes experience, while a test or assignment captures a response under particular conditions. SkillsValidator adds explanations of the candidate's own work and rubric-linked evidence, giving reviewers a clearer basis for discussing whether the required skills are actually demonstrated.
| Approach | What it proves | Where it breaks |
|---|---|---|
| Resume screen | The experience and qualifications someone reports | Degrees and keywords do not demonstrate current job skills |
| Multiple-choice test | Selection of an answer from supplied options | AI assistance and recall can obscure practical understanding |
| Take-home | Ability to submit a finished artifact | The artifact alone does not establish who understands the decisions |
| SkillsValidator | Work, explain-back responses, and evidence against a role rubric | Humans still need to review context and make hiring decisions |
Does this mean removing every degree requirement?
No. Start by deciding which requirements are essential for the actual role. SkillsValidator helps evaluate demonstrated skills where work samples are appropriate, but it does not replace required credentials or professional licensing. Document why each requirement matters and avoid using educational background as an unsupported shortcut for practical ability.
How does the team handle possible AI assistance?
SkillsValidator combines explain-back questions with integrity signals such as paste events, typing rhythm, time-on-task anomalies, and similarity to known AI output. Signals identify items for human review and never cause automatic rejection. Review the work, explanations, permitted tools, and candidate context before drawing conclusions about a flagged submission.
Does skills based hiring guarantee a fair process?
No tool guarantees fairness or legal compliance. SkillsValidator supports job-related, consistent, documented evaluation through defined skills, shared rubrics, and inspectable evidence. Employers remain responsible for assessment design, accommodation decisions, human review, and hiring outcomes. Check that tasks reflect essential responsibilities and apply the same relevant standards across candidates for a role.
Can we use the same approach for employees?
Yes. SkillsValidator also validates employee skills for internal opportunities and development conversations. Define the role and seniority being evaluated, then assess relevant work against a clear rubric. Use the evidence to discuss demonstrated strengths and areas needing verification, while keeping the purpose and expectations clear to the employee before participation.
Develop the rest of your evaluation process
Use the related resources to connect a skills based hiring program with practical assessment design. Review the validation workflow, choose an appropriate assessment format, and decide how evidence enters your hiring discussion. These pages help HR and hiring managers establish a shared process before inviting candidates to complete the work.
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Skills validation
Explore skills validation from role definition to the Skills Report.
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Hiring assessment test
Build a role-specific hiring assessment test.
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Skills based recruiting
Read the guide to skills based recruiting.
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Employee skills assessment
Extend the process with employee skills assessment.
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Pricing
Check pricing for your role volume and team size.
Make proven skills part of your next hiring decision
Start with a role your team knows well and the skills someone needs to succeed in it. Build a validation, inspect the rubric, and invite candidates to show their work. Try the one-time free demo on the home page without a card, then create your account to validate real candidates.