Verified role-test leaderboard
Monthly Top 25 assessment rankings
A single premium leaderboard for Data Analytics and Data Engineering. If a learner attempts both tests, the board uses the best monthly result per role and averages the role scores into one combined signal.
Showcase
Top 25
Eligibility
50%+
Attempts
3/month
Scope
Role tests
Ranking formula
complexity-weighted correctness 60% + coding 15% + speed 10% + integrity 10% + attempt efficiency 5%.
Upcoming launch signal
Monthly Top 25 performers become the proof signal for the upcoming Hire Top 1% launch. This MVP shows assessment ranking data only, with no resumes, photos, or recruiter dashboard.
Ranked when one role score or combined monthly average is at least 50%.
| Rank | Learner | Signal | Rank score | Solved | Time | Attempts | Coding | Integrity | Badge |
|---|