Hiring Strategy

How to Cut 70% of Unqualified Engineering Candidates in 2 Minutes (Before They Hit Your ATS)

Your inbox is flooded with applications from developers who can't debug basic code. QuickScreen filters them out before they waste your time. Here's how pre-ATS filtering changes technical recruiting forever.

Code Assess AI Team

Published Dec 20, 2025 • 7 min read

The Recruiter's Nightmare: 200 Applications, 140 Can't Code

You posted a senior backend engineer role on Monday. By Wednesday, you have 200 applications. Your ATS auto-rejects 50 for obvious disqualifications. That leaves 150.

You spend Thursday and Friday reviewing resumes. 80 look decent on paper. You send out technical assessments. 60 actually complete them. Your engineers review the results.

Here's what they find: 42 candidates failed basic debugging questions. They couldn't fix a broken API endpoint. They missed obvious security vulnerabilities. They pasted ChatGPT answers that didn't even compile.

You've just spent 12 hours of recruiter time and 8 hours of engineering time on people who were never qualified in the first place. And you still need to schedule phone screens for the remaining 18.

The Hidden Cost: At $100/hour loaded cost for recruiting and engineering time, that screening process cost you $2,000. And 70% of that money went to candidates who shouldn't have made it past the job posting.

What Is QuickScreen? (And Why It Changes Everything)

QuickScreen flips the traditional hiring funnel upside down. Instead of testing candidates after they apply, you test them before they apply.

Here's how it works: You embed a 10-15 minute technical screen directly in your job posting. Candidates click the link. They solve a real debugging problem. AI scores their work instantly. Only candidates who demonstrate baseline competence get the application link.

The result? Your ATS inbox goes from 200 applications to 60. And those 60 are candidates who can actually debug code, understand security, and reason under pressure.

QuickScreen in 100 Words

QuickScreen is pre-ATS candidate filtering for technical roles. Embed a 10-15 minutes assessment in your job posting. Candidates solve real engineering problems—debugging broken APIs, fixing security vulnerabilities, optimizing slow queries—before they apply. AI evaluates code quality, reasoning clarity, and problem-solving approach instantly. Pass: they get your ATS application link. Fail: they receive feedback and can retry. Result: 70% fewer unqualified applicants, 10+ hours saved weekly, cleaner pipeline. No more wasting interview time on developers who can't code. Test before they apply, hire only engineers who can ship.

How QuickScreen Works: The 4-Step Process

QuickScreen changes when you filter candidates, not just how. Here's the entire workflow:

Step 1: Embed in Your Job Posting

Add a QuickScreen link to your job description. It looks like this: "Before applying, complete this 10-15 minutes technical screen: [link]". You can place it anywhere like LinkedIn, Indeed, your careers page, or in ATS auto-responses.

Step 2: Candidate Completes Assessment

The candidate clicks the link and lands on a focused technical challenge. They're given a real-world problem: Fix this broken authentication system. Debug this slow database query. Identify the security vulnerability in this API endpoint.

They write code, explain their reasoning, and submit. The entire process takes 10-15 minutes. No account creation. No resume upload. Just coding.

Step 3: AI Scores Instantly

AI evaluates their submission in real-time. It checks code correctness, reasoning clarity, security awareness, and problem-solving approach. The scoring is explainable while you see exactly why someone passed or failed.

Step 4: Pass or Retry

Candidates who pass get your ATS application link immediately. They can apply knowing they've cleared the technical bar. Candidates who fail receive constructive feedback and can retry after improving their skills.

Your ATS never sees the candidates who couldn't pass basic technical screening. Your inbox stays clean. Your team only reviews qualified applicants.

Want to see QuickScreen in action?

Watch how 10-15 minutes of pre-screening eliminates 70% of unqualified applicants.

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What Gets Tested in 10-15 Minutes? (More Than You Think)

Two minutes sounds fast. But you can learn a shocking amount about a candidate's baseline ability in that time if you test the right things.

QuickScreen doesn't ask candidates to invert binary trees or solve dynamic programming puzzles. It tests skills they'll use day one on the job:

Debugging Broken Code

Can they spot the bug in a failing API endpoint? Do they understand why tests are failing? Can they fix logic errors without breaking other functionality? This is 80% of real engineering work, and it's instantly testable.

Security Awareness

Can they identify SQL injection vulnerabilities? Do they recognize unsafe authentication patterns? Can they spot insecure data handling? One question reveals security knowledge that matters for production systems.

Performance Intuition

Can they spot why a query is slow? Do they recognize N+1 problems? Can they identify obvious performance bottlenecks? Senior engineers see these patterns instantly. Juniors struggle.

Reasoning Clarity

Can they explain their thinking? Do their code comments match their solution? Can they justify trade-offs? AI conversational assessment reveals reasoning quality in real-time.

Code Quality Basics

Is their code readable? Do they handle edge cases? Do they write defensive code? You don't need 60 minutes to see if someone writes maintainable code; 15 minutes are enough for signal.

Signal vs. Noise: A 10-15 minutes QuickScreen won't tell you if someone can architect microservices or lead a team. But it will tell you if they can debug, secure code, and reason through problems which is more than 70% of applicants can do.

The Results Speak: Real Numbers from Real Recruiters

Let's talk data. Companies using QuickScreen are seeing dramatic changes in their hiring pipelines.

70% Reduction in Unqualified Applicants

A typical mid-sized company hiring 20 engineers per year receives ~2,000 applications. Without filtering, 1,400 of those applications come from candidates who can't pass basic technical screening. QuickScreen catches them before they reach your ATS.

Result: Your pipeline goes from 2,000 applicants to 600 qualified candidates. Same quality bar, 70% less noise.

10+ Hours Saved Per Week

Reviewing 1,400 resumes takes roughly 23 hours at 1 minute per resume. Sending technical assessments to unqualified candidates wastes another 10+ hours of engineering review time. QuickScreen eliminates both.

Result: Recruiters save 10-15 hours weekly. Engineers stop wasting time reviewing bad submissions. Everyone focuses on actual candidates.

50% Faster Time-to-Hire

When you're not drowning in noise, you move faster. Phone screens happen sooner. Engineering interviews get scheduled faster. Offers go out quicker. Companies report 30-50% reduction in time-to-hire.

Better Candidate Experience

Qualified candidates appreciate instant feedback. They know they cleared the technical bar before investing time in your application. Unqualified candidates get constructive feedback instead of ghosting. Everyone wins.

Ready to cut ATS noise by 70%?

Start filtering candidates before they waste your time. See QuickScreen in action.

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Implementation Guide: How to Add QuickScreen to Your Hiring Process

You're convinced. Now what? Here's how to implement QuickScreen in your recruiting workflow.

Option 1: Embed in Job Postings

Add QuickScreen link directly to your job description. Example language: "To ensure technical fit, all candidates must complete a 10-15 minutes debugging assessment before applying: [link]". Works on LinkedIn, Indeed, your careers page, or any job board.

Option 2: ATS Auto-Response

Configure your ATS to send QuickScreen links in auto-response emails. Candidate applies → they receive email with QuickScreen link → they complete assessment → you review only qualified candidates. Greenhouse and Workday support this workflow.

Option 3: Hybrid Approach

Embed QuickScreen in job postings for public roles. Use ATS auto-response for internal referrals or passive candidates. Gives you flexibility based on source quality.

What to Measure

Track these metrics to understand QuickScreen's impact:

  • Completion rate - What % of candidates finish QuickScreen? (Target: 60-80%)
  • Pass rate - What % pass your technical bar? (Target: 20-40%)
  • ATS volume reduction - How much did applicant volume drop? (Target: 60-70%)
  • Time savings - How many hours saved in resume review + bad assessments?
  • Quality improvement - Are phone screen pass rates higher?

Common Questions: What Recruiters Ask About QuickScreen

Won't this scare away good candidates?

The opposite. Good candidates appreciate transparent technical bars. They'd rather spend 10-15 minutes proving competence than ghosting your process after investing hours in applications and interviews. Completion rates for QuickScreen are 70-80%, which is higher than traditional post-ATS assessments.

What if someone fails but would have been good?

QuickScreen tests baseline ability. If someone can't debug a broken API endpoint or spot an obvious security flaw, they're not ready for the role. You're not looking for perfect solutions—you're filtering out candidates who have zero signal.

Can candidates cheat?

QuickScreen includes fraud detection: code fingerprinting, reasoning integrity checks, AI overuse detection, and tool tracking. If someone pastes ChatGPT answers, the system flags it. If they can't explain their reasoning, they fail.

Does this work for junior roles?

Yes. Adjust the difficulty. Junior QuickScreens test basic debugging and logic. Senior QuickScreens test architecture, performance, and security. The principle is the same: test baseline ability before candidates waste your time.

How much does it cost?

$1 for your first assessment (starter trial), $49/month for 50 assessments (growth), $299/month for 150 assessments (pro). Custom pricing for enterprise. No hidden fees. All features included at each tier.

Stop Wasting Time on Candidates Who Can't Code

Join teams using QuickScreen to reduce unqualified applicants by 70% and hire engineers who can actually debug, secure code, and ship production systems.

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The future of recruiting is pre-ATS filtering

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