Candidate screening companies, products & suppliers
Ranking, knockout and assessment of applicants as the product. Jobs: cv ranking; knockout questions; assessments and structured scorecards.
What is Candidate screening?
Ranking, knockout and assessment of applicants as the product. Jobs: cv ranking; knockout questions; assessments and structured scorecards.
What problems does it solve?
Screening still takes recruiter hours on every requisition.
Typical business use cases
- CV ranking
- Knockout questions
- Assessments and structured scorecards
Important capabilities
- Rankers
- Assessments
- Audit of rejects
What buyers should evaluate
- Adverse impact
- Explain a reject
- Where assessments are processed
Risks and governance considerations
A ranker that is a proxy for protected characteristics.
Procurement checklist
- Adverse impact
- Explainability
- Human review
Relevant AI Trustmark assurance
AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.
Companies and providers
Claimed suppliers appear first so buyers can start with listings the company has taken ownership of. Payment does not buy this order.
Canditech is a skill assessment platform for HR and hiring managers. Streamline pre-employment assessments with online job simulations for technical and soft skills. Canditech is u
Discover the agentic skills intelligence platform that helps teams see, measure, develop, and grow skills clearly with confidence. CodeSignal publishes CodeSignal Hire as named AI
Eightfold AI provides the most comprehensive AI recruiting and talent management solutions in the market. We make it easy for businesses to find, screen, and hire the best talent.
Gem publishes Gem as a named AI product. Gem is used for Recruitment work. Gem is recorded in United States. Gem publishes product information at gem.com. Gem is grouped with Recru
Harver helps enterprise teams hire better, faster with predictive assessments, automation, AI readiness tools, and data-driven talent insights. Harver is used for Candidate screeni
Make confident hiring decisions with Hirevue’s science-backed AI screening, assessments and video interviewing. Verify skills and hire faster at scale. HireVue publishes HireVue Hi
iMocha publishes iMocha Skills Assessment as named AI products. iMocha is used for Candidate screening work. iMocha publishes product information at imocha.io. iMocha is grouped wi
We believe every great hire starts with hello. Our conversational software automates recruiting tasks like screening, interview scheduling, and onboarding to get your candidates fr
Sapia.ai helps enterprises hire brilliant people faster, fairer, and at scale. Our chat-based AI interview enhances candidate experience, promotes inclusion, and provides talent in
Build trust across exams and hiring with AI Proctoring and AI Interviewing. Verify identity, detect threats, and maintain a defensible audit trail. Talview publishes Talview Interv
Find and assess ideal candidates from the world's largest skills-tested talent pool, powered by AI for unbiased, efficient recruitment. TestGorilla publishes TestGorilla Assessment
Vervoe is an AI-powered skills intelligence platform. Hire on merit, not background by verifying real skills, so you see who can actually do the job. Vervoe is used for Candidate s
Experience a new way to work with Sana and agentic AI from Workday. Workday publishes Workday Skills Cloud, Workday HiredScore AI for Recruiting, and Workday Illuminate as named AI
Products
Claimed products appear first. Ranking packs and payment do not change this list.
- Canditech· Canditech
- CodeSignal Hire· CodeSignal
- Harver· Harver
- HireVue Hiring Platform· HireVue
- iMocha Skills Assessment· iMocha
- Sapia.ai Smart Interviewer· Sapia.ai
- Talview Interview Insights· Talview
- TestGorilla Assessments· TestGorilla
- Vervoe· Vervoe
- Workday HiredScore AI for Recruiting· Workday
Also used in this category
These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.
- Eightfold Talent Intelligence Platform· Eightfold AI
- Gem· Gem
- Paradox Conversational ATS· Paradox
- Workday Recruiting· Workday
Related categories
Relevant procurement and assurance guides
Frequently asked questions
What is Candidate screening?
Ranking, knockout and assessment of applicants as the product. Jobs: cv ranking; knockout questions; assessments and structured scorecards.
What should not be listed as Candidate screening?
Products whose buyer job is full recruitment suites, talent intelligence of the market, or performance management. Those belong on their own category page so search queries are not split.
Has AI Trustmark independently assessed every Candidate screening supplier?
No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.
What model or provider changes should a buyer insist on being told about?
Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.
How should buyers verify where AI customer data is processed?
Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.
Does a TrustMark on one product cover the rest of the company?
No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.
What incident-handling evidence is useful for AI suppliers?
Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.
What security testing evidence should buyers request for an AI product?
Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.