A Mixed Pool and a Weekend Window
Roles ranged from junior developers to principal data engineers.
Varied Roles and Levels
Junior and senior full-stack, QA and senior data engineering roles each had different expectations.
CVs Fell Short
Resumes did not show engagement or practical technical capability.
Panel Time Was Limited
DNA Growth wanted its panels to meet only a qualified final-round group.
One-Weekend Window
Early filtering had to finish within a single weekend.
Two VProPle Stages Before DNA Growth's Final Round
VProPle handled the early stages. DNA Growth kept the final interview.
Stage 1: Interview Bites
Candidates completed asynchronous responses, showing participation without a live interview.
Stage 2: Coding Assessment
Candidates who cleared Interview Bites completed a role-relevant coding assessment.
Stage 3: DNA Growth Final Round
DNA Growth's own panels assessed fit, experience, working style and business context.
A Focused Final-Round Group
Effort was applied in order, from lighter checks to deeper ones.
20 Candidates for Panels
DNA Growth's panels met 20 candidates rather than the full CV pool.
Integrity Surfaced Early
6 suspected cheating cases were identified before the final round.
Done in a Weekend
The early stages were completed within one weekend.
Case Study Evidence
| Stage | Candidates | Conversion and denominator |
|---|---|---|
| CVs uploaded by DNA Growth | 78 | 100% |
| Marked not interested | 7 | 9.0% of CVs |
| Interview Bites completed | 66 | 84.6% of CVs |
| Cleared Interview Bites | 37 | 56.1% of completed |
| Rejected after Interview Bites | 29 | 43.9% of completed |
| Rejected in coding assessment | 17 | 45.9% of 37 |
| Reached DNA Growth's final round | 20 | 54.1% of 37 |
| Suspected cheating cases | 6 | Stage not specified in source |
| Offers made | 12 | By DNA Growth, in its own process |
Evidence note: Final interviews and offers were run by DNA Growth.
KEY TAKEAWAY
DNA Growth needed a focused final-round group without spending panel time on the full pool. Interview Bites and a coding assessment took 78 CVs to 20 final-round candidates in one weekend.
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Need a focused final-round group fast?
See how VProPle Interview Bites and coding assessments filter a large CV pool before your own panels get involved.