Screen Nurse CVs with AI - Faster, Smarter, Fairer
AI screens for NMC registration markers, distinguishes Band 5-7 experience, and identifies specialisation depth (acute medical, surgical, critical care, mental health) in seconds. Flags agency vs permanent employment patterns and CPD currency.
Every Nurse CV, scored and explained
Klearskill turns a pile of look-alike applications into a ranked shortlist with a transparent score and reasoning for each candidate - so you know exactly why someone made the cut.
Candidate scorecard
Nurse
97% of nurse CVs screened in under 2 minutes, verifying NMC status and specialist qualifications automatically
Hire your next Nurse in three steps
Collect applications
Share one application link or sync your ATS. Every CV lands in Klearskill and screening starts instantly.
AI scores each CV
Candidates are scored against your requirements with clear, explainable insights - not a black box.
Shortlist in minutes
Review a ranked shortlist with the strongest matches surfaced first, then move them straight to interview.
Manual screening vs Klearskill
- Hours lost reading near-identical CVs line by line
- Strong candidates buried at the bottom of the pile
- Inconsistent judgement between reviewers
- Best applicants accept other offers before you reply
- Every CV scored against your criteria in seconds
- Strongest matches ranked and surfaced first
- Consistent, explainable scoring on every applicant
- Shortlist ready in minutes so you reach out first
What a strong Nurse CV must show
NMC Registration Status
Current PIN and registration type (RN, RNM, RND, or NMC recognised). Band level alignment with role requirements (Band 5 staff nurse, Band 6 senior, Band 7 specialist). Klearskill check: Extracts registration references, verifies against language proficiency markers and revalidation timeline signals. Identifies PIN patterns and registration type language.
Specialty-Specific Ward Experience
Demonstrated experience in the target specialism (acute medical, surgical, ITU/HDU, mental health, community, paediatrics, maternity, learning disability). Minimum 12 months in specialism strongly preferred. Klearskill check: Scans for explicit ward/department names, clinical area terminology, and patient acuity language specific to the requested specialism.
Caseload and Acuity Management
Evidence of managing appropriate patient numbers and complexity. ITU nurses managing 1-2 high-acuity patients, ward nurses 6-8 patients, community nurses 15-20 patients on caseload. Klearskill check: Identifies numerical references to patient numbers, acuity descriptors, and dependency levels managed consistently with role expectations.
Continuous Professional Development
Current CPD activity within last 12 months. Specialist certifications relevant to ward area (critical care, paediatric assessment, mental health crisis intervention, infection control). Klearskill check: Recognises CPD course titles, dates, certification bodies (RCN, STICC, RCPCH), and clinical governance language indicating active learning.
Agency vs Permanent Employment Patterns
Employment stability indicators. Agency-only background requires explanation for permanent roles. Permanent NHS or private practice placement demonstrates commitment to single-employer working. Klearskill check: Tracks employment duration patterns, identifies agency staff labels, bank shifts notation, and employment type language.
Clinical Skills Documentation
Evidence of hands-on clinical competence. Venepuncture, cannulation, wound care, catheterisation, drug administration, observation protocols, or specialisation-specific procedures. Klearskill check: Matches clinical procedure terminology against role requirements and ward-standard procedures.
Communication and Safeguarding Responsibility
Demonstrated experience with patient/family communication, escalation protocols, safeguarding reporting. Evidence of care coordination and interdisciplinary team working. Klearskill check: Identifies safeguarding, communication, documentation, and team-working language consistent with clinical governance standards.
Signals that set candidates apart
Advanced Clinical Certifications
CNCC, RGN Advanced Practice, specialty-specific diplomas (critical care, oncology, perioperative), or independent/supplementary prescribing qualification.
Research or Audit Participation
Involvement in clinical audits, service improvement projects, or research participation. Demonstrates evidence-based practice engagement.
Teaching or Mentorship
Mentoring of junior staff, student nurse supervision, or formal teaching delivery. Indicates seniority and knowledge consolidation.
International or Diverse Practice Experience
Experience in other healthcare systems, international placements, or exposure to diverse patient populations. Broadens clinical perspective.
What Klearskill flags to watch for
Lapsed NMC Registration
Gaps in NMC registration history, failed revalidation, or registration suspension. Non-registered nurses cannot legally practise in UK regulated roles.
Specialism Mismatch
Candidate with only general ward experience applying for highly specialised roles (ITU/HDU/mental health) without demonstrated transition. May indicate overreaching.
Frequent Job Changes Without Progression
Multiple short-term positions (3-6 months) across different wards/trusts without clear progression or stated reason. Suggests instability or performance issues.
Poor Acuity Alignment
Candidate with low-acuity community or private practice background applying for high-acuity ITU/HDU roles without transition evidence. Clinical capability concern.
Unaccounted Employment Gaps
Breaks in employment exceeding 12 months without explanation (illness, maternity, study, career break). Requires clarification for regulated role.
Generic or Vague Clinical Language
CVs using only generic nursing terminology, no ward-specific examples, no specialisation markers. Suggests limited clinical experience or copied template.
Built to screen Nurses at scale
Role-specific scoring
Set the exact skills, seniority and qualifications that matter, and every applicant is judged against your bar.
Explainable results
See the reasoning behind every score, so you can trust the ranking and defend your shortlist with confidence.
Instant throughput
Score thousands of CVs as they arrive - no backlog, no recruiter bottleneck, no qualified candidate missed.
Bias-aware screening
Consistent, criteria-based evaluation helps you focus on evidence and reduce unconscious bias in the first cut.
Klearskill turned a week of Nurse CV screening into an afternoon. We interview better candidates, faster, and the whole team trusts the shortlist.
Talent Lead
Scaling hiring team
Nurse screening questions
How does Klearskill verify NMC registration status?
Klearskill scans CV text for NMC PIN format, registration type indicators (RN, RNM, RND), and revalidation language. Whilst it cannot access the live NMC register, it identifies candidates most likely to have current, active registration based on employment recency, CPD patterns, and explicit registration references. Your shortlist is pre-filtered for registration likelihood, and final verification happens through your own NMC check.
Can Klearskill distinguish between Band 5, 6, and 7 nurse experience?
Yes. Klearskill recognises explicit Band references and infers level from role titles (Staff Nurse = Band 5, Senior Staff Nurse/Specialist Nurse = Band 6, Nurse Specialist/Advanced = Band 7), caseload responsibility, autonomy language, and mentoring involvement. This ensures you surface only candidates at the clinical grade your vacancy demands.
How does the system handle agency nurses vs permanent staff?
Klearskill flags employment patterns showing primarily agency work, bank shifts, or locum placements. For permanent roles, it prioritises candidates with sustained NHS trust or private hospital employment. However, it recognises valid agency experience and will not automatically reject agency backgrounds if other criteria match. You can filter by employment type in your screening.
What signals does Klearskill use to assess CPD and clinical currency?
Klearskill identifies recent CPD activity (within 12 months), specific certification course names, awarding bodies (RCN, STICC, specialist colleges), and clinical governance language. It recognises that active CPD indicates a nurse engaged in continuous learning and evidence-based practice, a strong indicator of clinical safety and professional commitment.
Stop manually screening nurses. Start using AI.
Screen 100+ CVs per week. Verify qualifications instantly. Hire faster and fairer.