Screen UX Designer CVs with AI - Faster, Smarter, Fairer
Klearskill's AI screens UX designer CVs for user research practice, prototyping depth, engineering partnership, and evidence of measurable design impact. Spot designers who solve problems, not just make mockups.
Every UX Designer 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
UX Designer
78% of design portfolios show surface beauty but lack user research evidence or problem-solving depth - AI spots the difference.
Hire your next UX Designer 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 UX Designer CV must show
User research and discovery
Documented evidence of conducting interviews, user testing, or qualitative research. Shows design starts with understanding, not assumptions. Klearskill check: Flags language around user interviews, usability testing, research synthesis, user personas, or problem validation during design phases.
Prototyping and iteration
Hands-on creation of prototypes for testing and validation. Evidence of iterating based on feedback, not defending first ideas. Klearskill check: Identifies experience with prototyping tools (Figma, Framer, Protopie), rapid iteration cycles, or A/B testing design solutions.
Design systems and scalable thinking
Understanding of component libraries, design consistency, and designing for systems not single screens. Proof of scaling design across products. Klearskill check: Detects design system contributions, component library work, style guide creation, or scalability considerations in design documentation.
Engineering collaboration
Evidence of working closely with developers to ensure designs translate to implementation. Understanding of technical constraints and feasibility. Klearskill check: Screens for collaboration with engineering teams, handoff discipline, developer communication, or design-to-code workflow experience.
Problem framing and strategy
Ability to articulate the problem being solved, not just the visual solution. Evidence of questioning briefs and reframing challenges. Klearskill check: Identifies candidates who discuss problem definition, business context, stakeholder alignment, or strategic framing in design work.
Accessibility and inclusive design
Demonstrated knowledge of WCAG standards, accessible colour contrast, inclusive patterns. Not an afterthought - built into design process. Klearskill check: Flags accessibility considerations, WCAG compliance work, inclusive design principles, or testing with assistive technologies.
Measurable design impact
Evidence of designs delivering business outcomes: adoption rates, task completion, engagement metrics, or user satisfaction improvements. Klearskill check: Identifies metrics-driven design work, A/B testing results, user adoption data, or post-launch iteration based on usage patterns.
Signals that set candidates apart
Deep product fluency
Extended experience on singular product showing understanding of nuanced user needs and evolutionary design thinking.
Design leadership
Mentoring junior designers, leading design critiques, or setting design direction for teams shows design maturity.
Domain expertise
Specialisation in B2B SaaS, healthcare, fintech, or your industry brings contextual understanding of user constraints.
Startup or scale-up experience
Early-stage or rapid-growth roles demonstrate scrappiness and priority-setting under resource constraints.
What Klearskill flags to watch for
Portfolio of beautiful mockups without context
Designs shown without problem statements, user research, constraints, or measurement - pure visual showcases.
No evidence of user research
CVs mentioning design but not user testing, interviews, or discovery. Suggests design from assumptions, not validation.
Missing engineering reality
Detailed prototypes never shipped, or no mention of developer feedback integration. Signals designs that don't survive implementation.
Isolated design work
No evidence of cross-functional collaboration - working with product, marketing, or customer success.
Accessibility blind spots
No mention of WCAG, colour contrast testing, or inclusive design considerations in work samples or experience.
Trend-chasing over problem-solving
Portfolio emphasises latest design trends or tools over evidence of actually solving user problems.
Built to screen UX Designers 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 UX Designer CV screening into an afternoon. We interview better candidates, faster, and the whole team trusts the shortlist.
Talent Lead
Scaling hiring team
UX Designer screening questions
How does Klearskill assess UX portfolios without seeing them visually?
Our AI screens CVs for the work BEHIND the portfolio - user research documentation, iteration evidence, engineering collaboration, and measurable impact. We're looking for designers who think in systems, test with users, and ship solutions that work. The portfolio can be beautiful, but we're scoring the process and outcomes.
Is design system experience essential for UX designers?
It's increasingly critical. Designers working in isolation create scalability headaches. We prioritise candidates who understand components, consistency patterns, and designing for systems rather than single screens. That said, early-career designers showing systems thinking matter more than extensive legacy systems experience.
Can a designer without user research experience learn on the job?
User research is teachable, but it reveals how a designer thinks. We look for evidence of curiosity about users - even if formalised research isn't in the CV. Designers who ask questions and validate assumptions early show the right instincts. Pure visual design skills without that instinct are harder to develop.
How does Klearskill weight accessibility in UX design screening?
Accessibility is non-negotiable. We screen for WCAG knowledge, inclusive design practice, and evidence of testing with assistive technologies. It's not a nice-to-have feature - it's part of the design foundation. Candidates without accessibility awareness score lower across the board.
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