Screen Physiotherapist CVs with AI - Faster, Smarter, Fairer
AI identifies HCPC registration markers, distinguishes MSK vs neuro vs paediatric specialism through clinical language, caseload patterns, treatment technique specificity, and practice setting (NHS, private, sports medicine, community). Flags clinical specialism depth and evidence-based practice engagement.
Every Physiotherapist 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
Physiotherapist
97% accuracy screening physiotherapists for specialism match, caseload capacity, and HCPC registration status
Hire your next Physiotherapist 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 Physiotherapist CV must show
HCPC Registration and Title
Current HCPC registration as Chartered Physiotherapist. Entry via degree pathway (BSc Physiotherapy) or equivalent. Registration number and revalidation evidence preferable. Klearskill check: Extracts HCPC registration references, qualification titles, BSc/MSc Physiotherapy degrees, and revalidation language.
Clinical Specialism Depth
Demonstrated expertise in specific physiotherapy area: MSK (orthopaedic, musculoskeletal injury, sports), Neuro (stroke, Parkinson's, spinal cord injury, neurological rehabilitation), Paediatric (child development, CP, autism-related movement), or Cardiorespiratory. Minimum 2 years deep experience in specialism. Klearskill check: Scans for explicit specialism terminology (MSK, neuro, paediatric, cardiorespiratory), patient population language, diagnosis-specific experience, and treatment setting-specific descriptions.
Caseload and Case Complexity Management
Evidence of managing appropriate caseload volume and complexity. Private MSK physios typically manage 20-30 patients weekly. Neuro physios manage smaller caseloads (8-12) with higher complexity. Community physios manage 15-25 patients on rolling programmes. Klearskill check: Identifies numerical references to patient numbers managed, session frequency, caseload complexity descriptors, and acuity-appropriate language.
Treatment Modality and Hands-On Skills
Specific clinical treatment techniques documented: manual therapy (mobilisation, manipulation), exercise prescription, electrotherapy, ultrasound, Pilates-based rehab, neurological re-education, proprioceptive training, or sport-specific conditioning. Klearskill check: Recognises explicit treatment modality names, technique-specific terminology, and clinical skill descriptors aligned with specialism.
Practice Setting Background
Experience in relevant setting: NHS (outpatients, intermediate care, community), private practice, sports medicine clinic, occupational health, or hospital-based inpatient rehabilitation. NHS experience particularly valued for NHS appointments. Klearskill check: Identifies explicit setting names (NHS trust, private clinic, sports clinic, occupational health) and service delivery context language.
Assessment and Diagnosis Capability
Evidence of conducting independent musculoskeletal or neurological assessment, clinical reasoning documentation, or diagnosis-informed treatment planning. Shows autonomous clinical decision-making. Klearskill check: Detects assessment methodology language, clinical reasoning markers, outcome measure use, and autonomous practice indicators.
Signals that set candidates apart
Specialist Certification or Extended Practice
Acupuncture, dry needling, advanced manual therapy (MACP), Pilates instructor certification, or extended scope practitioner (ESP) training. Demonstrates specialist pathway investment.
Research or Evidence-Based Practice
Participation in clinical audits, service improvement projects, research, or evidence-based practice implementation. Demonstrates clinical governance engagement.
Teaching, Mentorship, or Supervision
Mentoring of student physios, mentoring junior staff, or formal teaching delivery. Indicates seniority and knowledge consolidation.
Outcome Measures or Functional Gains Documentation
Use of validated assessment tools (NASS, SRT, ODI, OHIP, FIM scores) and documented patient outcome improvements. Demonstrates measurable clinical impact.
What Klearskill flags to watch for
Lapsed or Missing HCPC Registration
No HCPC registration reference, or vague qualification history. Legally non-practising physiotherapist in UK regulated settings.
Generalist Profile for Specialist Role
CV describing only general physiotherapy experience (all patient types, all conditions) applying for specialist MSK/neuro/paediatric role without demonstrated transition into specialism. May lack depth.
Specialism Mismatch
Candidate claiming MSK specialism with only neuro patient examples, or vice versa. May indicate CV inflation or misunderstanding of clinical differences.
Caseload Capacity Inflation
Claims of managing 50+ physio patients weekly in private practice setting, or vague caseload numbers that seem excessive. Suggests either unsustainable practice or exaggeration.
Unaccounted Employment Gaps
Breaks in physiotherapy practice exceeding 12 months without explanation. Clinical skills can become dated; explanation important.
Generic or Undifferentiated Clinical Language
CV using only generic physiotherapy terminology, no specialism markers, no treatment modality specificity, no patient population detail. Suggests copied template or limited clinical experience.
Built to screen Physiotherapists 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 Physiotherapist CV screening into an afternoon. We interview better candidates, faster, and the whole team trusts the shortlist.
Talent Lead
Scaling hiring team
Physiotherapist screening questions
How does Klearskill verify HCPC registration for physiotherapists?
Klearskill scans for HCPC registration references, PIN format, and revalidation markers. Whilst it cannot access the live HCPC register, it identifies candidates most likely to hold current, active registration based on employment recency, CPD patterns, and explicit registration language. Final verification should always happen through the HCPC register directly.
Can Klearskill distinguish between MSK, neuro, and paediatric specialism?
Yes. Klearskill recognises specialism-specific terminology: MSK language includes orthopaedic, musculoskeletal injury, joint mobility, sports injury; neuro includes stroke, Parkinson's, spinal cord injury, neurological rehabilitation; paediatric includes child development, cerebral palsy, developmental delay. This ensures you match candidates to specialism-specific vacancies.
How does Klearskill assess caseload capacity?
Klearskill identifies patient numbers managed, treatment frequency, and session duration language to assess caseload sustainability. It recognises that NHS community physios manage larger numbers than private practice specialists, and that neuro caseloads are typically smaller than MSK due to complexity. It flags caseloads that seem unsustainably large.
What evidence does Klearskill look for regarding treatment modalities?
Klearskill scans for explicit treatment technique terminology: manual therapy, mobilisation, manipulation, exercise prescription, electrotherapy, acupuncture, dry needling, Pilates-based rehab, neurological re-education, proprioceptive training. Specific technique language indicates hands-on clinical competence in your specialism.
Stop manually screening physiotherapists. Start hiring specialists.
Instantly verify specialism, HCPC status, and caseload capacity. Reduce screening time by 92%.