From 200 Resumes to 5 Finalists: A FinTech Hiring Story

Scenario walkthrough — not a customer outcome. This case study illustrates how Voxxhire would address a representative situation in this industry. For real partner outcomes, see our live case studies.

The Challenge

A fintech startup posted a senior backend engineer role and received 200 applications in one week. The founding team was too busy building product to spend 3 weeks on screening calls, but they couldn't afford to miss great candidates.

The Approach

1. Threshold screening — Configured minimum requirements: 5+ years experience, relevant tech stack, work authorization
2. AI interviews — Candidates who passed thresholds received interview invites automatically
3. Scorecard review — The CTO reviewed scorecards for the top 20 candidates in one afternoon
4. Finalist selection — 5 candidates moved to technical interviews based on scorecard evidence

The Results

| Stage | Before (manual) | After (Voxxhire) | |-------|----------------|-------------------| | Resume review | 3 days | 1 day (threshold) | | First-round screening | 10 days | 2 days (AI interviews) | | Shortlist creation | 3 days | 1 day (scorecard review) | | Total | 16 days | 4 days |

The CTO hired their top choice within 2 weeks of posting the role.

What They Said

"I couldn't spend 30 minutes on each of 200 candidates. But I could spend 5 minutes reviewing a scorecard. The AI handled the volume, and I reviewed the signal. Best hire we've made."

— CTO, FinTech Startup

Key Takeaways

• High-volume roles benefit enormously from automated screening
• Threshold policies filter out unqualified candidates before they consume review time
• Scorecards let busy founders and CTOs review candidates efficiently
• The system doesn't replace technical interviews — it ensures the right candidates reach them