Screen SDR CVs with AI - Faster, Smarter, Fairer
Klearskill's AI screens CVs for outbound activity depth (not just volume), specific tool proficiency (Outreach, Salesloft, Apollo, LinkedIn Recruiter), meeting-to-activity ratios, progression signals (promoted to AE, management track), and tenure stability in SDR roles. Hire coachable hunters, not burnout risks.
Every Sales Development Representative 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
Sales Development Representative
Reduce SDR screening time by 92% while identifying candidates with strong outbound activity metrics, tool proficiency, and genuine career progression intent.
Hire your next Sales Development Representative 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 Sales Development Representative CV must show
Measurable outbound activity metrics
Candidates cite specific activity volumes with quality context: '400 monthly dials generating 25 qualified meetings' (2% conversion) beats '1000 dials'. Look for meetings set, conversations held, or pipeline value generated. Vague activity claims are red flags. Klearskill check: Extracts activity numbers (calls, emails, conversations) and conversion metrics (meetings per dials, lead-to-qualified rate).
Tool experience and specific platform naming
CVs that name Outreach, Salesloft, Apollo, LinkedIn Recruiter, or Hubspot with specific feature mentions ('built Boolean searches', 'used Outreach sequences', 'configured Salesloft cadences') show real proficiency. 'Comfortable with sales tools' is hollow. Klearskill check: Identifies named outbound tools and descriptions of active usage beyond generic 'proficiency'.
Meeting quality and booking rate
Candidates who mention 'booked 40 qualified meetings per month' or 'maintained 8-12% meeting confirmation rate' show qualification discipline. High meeting volume (60+) without confirmation rates suggests low-quality bookings. Klearskill check: Extracts meeting booking numbers, confirmation rates, and qualification criteria language.
Coachability and growth mindset signals
Evidence of rapid ramp (hit quota within 3 months of hire), willingness to learn new tools, taking feedback, or proactive skill development. Candidates who mention 'improved conversion 40% after coaching' or 'certification in sales methodology' signal openness. Klearskill check: Detects language: 'ramped quickly', 'adopted new tools', 'improved X through coaching', 'studied Y methodology'.
Career progression intent and clarity
Does the candidate see SDR as training ground for AE role, or are they perpetual SDRs? Look for 'promoted to Account Executive', 'management training', or explicit career progression statements. Candidates with 5+ years as sole SDR role without growth intent suggest performance plateau risk. Klearskill check: Identifies promotions to AE or management, career progression statements, and tenure length in SDR roles.
Signals that set candidates apart
Industry or vertical sales experience
SDRs who've worked in your vertical (SaaS, healthcare, manufacturing) understand prospect pain points and objections. 2+ years in target vertical beats cold-start in new industry.
Email and personalisation skills
Candidates who mention 'personalised email cadences', 'high email reply rates (15%+)', or 'A/B tested subject lines' show sophistication beyond dial volume. Email is 50% of modern SDR work.
Pipeline value contribution
Rather than meetings booked, some CVs cite pipeline generated: 'sourced £800k in pipeline for AE team', 'booked 30 meetings worth £2.4m pipeline'. This signals business acumen beyond activity.
What Klearskill flags to watch for
Job changes every 10-14 months in SDR roles
Frequent SDR role changes without progression suggest burnout, inability to handle rejection, or lack of coachability. SDR ramp is 3-6 months; if candidate moves every 10-14 months, they never truly ramped.
Activity metrics without qualification or outcome context
CV mentions '600 calls per month' but never mentions meetings booked, qualified conversations, or pipeline generated. Suggests activity for activity's sake, not results focus.
No tool proficiency or outdated tool experience
CV shows no mention of Outreach, Salesloft, Apollo, or modern prospecting tools. If your shop runs Salesloft and candidate's only tool is dial pads, onboarding will be slow.
Vague or inflated conversion claims
Candidate claims '50% of dials convert to meetings' without context. Industry standard is 1-3%. Red flag for exaggeration or misunderstanding of metrics.
No evidence of remote work or async communication
If you're distributed team, CV with zero remote work experience suggests communication or accountability risk in asynchronous environments.
Defensive language around rejection or objection handling
Avoid CVs that say 'ignored rejection' or 'persistent despite dismissals' without mentioning qualification or personalisation. True hunters requalify; toxic hunters just spam harder.
Built to screen Sales Development Representatives 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 Sales Development Representative CV screening into an afternoon. We interview better candidates, faster, and the whole team trusts the shortlist.
Talent Lead
Scaling hiring team
Sales Development Representative screening questions
How do I spot the difference between busy work and high-quality prospecting?
Busy SDRs log 600+ dials with low meeting rates (under 1%). Quality prospectors run 200-300 dials, personalise 80% of outreach, and achieve 2-5% meeting conversion. Klearskill extracts both activity and outcome metrics, revealing the signal-to-noise ratio. A candidate citing 'generated 30 qualified meetings from 250 dials' is better than 'made 800 calls'.
How do you evaluate tool proficiency without a technical test?
Look for specific tool mentions and feature details. 'Proficient in sales automation' is vague. 'Built 15-step Outreach sequences with variable delays, A/B tested subject lines, achieved 18% reply rate' shows depth. Klearskill detects named tools and specific capability descriptions, not generic claims.
Can you identify SDRs with career progression intent versus perpetual SDRs?
Candidates with growth intent mention promotions to AE, management training, or explicit career statements ('seeking AE transition'). Perpetual SDRs stay in title 5+ years without upward movement. Klearskill flags tenure patterns and progression language. Hire growth-minded SDRs who'll stay long enough to ramped.
What does coachability look like on a CV?
Coachable SDRs show rapid ramp ('hit quota within 90 days'), adoption of new tools ('trained on platform X, improved conversion 25%'), and explicit mention of coaching impact ('improved reply rate from 8% to 14% after sales training'). Red flags: defensive language, job-hopping without progression, no mention of skill development.
Stop manually screening SDRs.
Let Klearskill's AI identify coachable prospectors with strong activity metrics, tool proficiency, and real career progression intent in minutes.