Solution
AI Debias: inclusive job language and fairer first screening
Inclusive job ads and skills-first screening — inside your ATS workflow
Virkla AI Debias flags exclusionary language when you save vacancies, guides skills-focused profile text, and supports anonymized stage-one review. Recruiters stay in control — it prioritizes fair language and early screening design, not automatic rejections.
Solution brief
Inclusive job ads and skills-first screening — inside your ATS workflow
Who is it for
Recruiters, HR operations, and hiring managers who want inclusive job ads and fairer first screening without a separate bias tool outside the ATS.
Key benefit
Fairness checks run where recruiters already work — on job save, profile edits, and the first pipeline stage — with suggested rewrites and optional publish blocks.
How it looks in the product
Vacancy fields show AI Debias warnings on save; stage-one candidates appear with anonymized labels so reviewers focus on qualifications first.
Use cases
Standardizing inclusive job templates
A DACH scale-up still carried gender-coded phrasing in templates — save-time flags cut rework before roles went live on LinkedIn.
Documenting fair first-screen design
An EU-regulated employer paired save-time language checks with stage-one anonymized labels to support audit-ready recruiting workflows.
Business impact
fewer biased job ads published without manual copy audits
more consistent first-screen review before identity cues
fairness controls embedded in the same workspace as posting and pipelines
Opportunities
AI Debias activates at the recruiting moments that shape who applies and who gets seen first:
Job posting language checks
Eight structured fields are scanned on save — title, company, position, location, employment type, responsibilities, requirements, and benefits.
Candidate profile guidance
Suggestions on About me, Skills, and Service area help profiles emphasize qualifications over identity cues or vague phrasing.
Blind stage-one screening
Applicants display as anonymized labels in the first stage so reviewers evaluate CVs before names and photos influence decisions.
How it works
Embedded in your Virkla workflow
Create or edit a vacancy
Build the role in the multi-step job builder — info, description, stages, and preview — as you already do in Virkla.
Resolve language flags on save
AI Debias scans eight job fields when enabled; accept suggested rewrites or edit manually before publishing.
Screen stage one with anonymized labels
Review applicants as anonymized candidates in the first pipeline stage; reveal identity in later stages when appropriate for interviews.