Denver SaaS Built a 10-Person SDR Team in 5 Weeks - Every Candidate Interviewed, Zero Screens by Managers
Sales-led SaaS Company, Denver · Technology
A Denver SaaS built a 10-person SDR team in 5 weeks by interviewing all 640 applicants rather than a resume-filtered subset, with zero manager screening hours and 90-day quota attainment up 38%.
Results at a Glance
- Applicants interviewed: resume-filtered → 640 of 640
- Manager screening hours: 60+ → 0
- 90-day quota attainment: baseline → +38%
Background
SDR hiring is a volume game where resumes predict almost nothing: the traits that make a good SDR — resilience, clarity under pressure, coachability — are invisible on paper and obvious in conversation.
The Challenge
SDR hiring is a volume-and-voice problem: hundreds of applicants, and the job IS talking - but managers can't call 640 people, so previous cohorts were hired off resumes and gut feel, and ramp attrition showed it.
What They Tried First
They had tried making the resume screen sharper and leaning on sales managers to phone the most promising applicants, but that only moved the guesswork around. Polished resumes kept rising to the top, quieter but stronger sellers were easy to miss, and the team was still hiring on gut feel for a role where the real signal only showed up in conversation.
The Solution
Every applicant took a live AI interview that does what a resume can't: tested objection handling, discovery questioning, and composure under pushback in an actual conversation. Scorecards ranked candidates on demonstrated selling behaviors with quotes and timestamps; managers ran final round only.
How the Rollout Went
The rollout started by routing every applicant through the live AI interview and aligning the scorecard to the selling behaviors managers already cared about: objection handling, discovery, and composure under pushback. The useful surprise was how much the quoted evidence changed the debate. The rough patch was trust: some managers still wanted to re-screen candidates themselves until they got comfortable using clips and timestamps as the screening record.
The Results
10 hires from 640 applicants with zero manager screening time. The cohort's 90-day quota attainment beat the previous class by 38% - because the interview measured the actual job.
What It Was Worth
60+ manager screening hours went to zero, and 90-day quota attainment rose 38% against baseline. The second number is the one that pays: a quota-attaining SDR cohort is worth considerably more than the hours saved hiring it.
What Transfers to Other Teams
This is the clearest case for interviewing everyone. When the signal is not on the resume, filtering by resume is filtering at random — and the 640th applicant is as likely to be the best hire as the 6th.
We used to hire SDRs on vibes and regret it by month two. Now every hire already proved they can handle a hard conversation.
Questions About This Rollout
Why interview all 640 applicants instead of screening first?
Because resumes do not predict SDR performance. Interviewing every applicant meant the shortlist was built on demonstrated ability, and the cohort beat baseline quota attainment by 38%.
Did hiring managers stay involved?
In final rounds only. Manager screening hours went from 60+ to zero; their time went to the candidates who had already been assessed.
Other hiring teams we have done this for
- How a DevTools Company Hired 5 Backend Engineers From a Fully Sourced Pipeline — Technology
- Enterprise SaaS Standardized Hiring Across 6 Departments With AI Recruiting Software — Technology
- PLG SaaS Cut Support Hiring Time 70% While Raising CSAT of New Hires — Technology
- Interviewed 1,000 Candidates and Hired 10 Across Engineering, Product, and Design — Technology Consulting, India
- How a San Francisco SaaS Company Used Technical Interviews as a Service to Hire 11 Engineers in 8 Weeks — Technology
- The Recruiting Software Stack a NYC Startup Used to Go From 8 to 19 People Without a Recruiter — Technology