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
Top 1% Skill Tests
Ranking formula
complexity-weighted correctness 60% + coding 15% + speed 10% + integrity 10% + attempt efficiency 5%.
Hire Top 1% is live
Top-1% scorers on Pro or Elite can publish a recruiter-facing card with resume and contact details on the public Hire Top 1% board. Opt in below.
View the public Hire Top 1% board →Ranked when one role score or combined monthly average is at least 50%.
| Rank | Learner | Signal | Rank score | Solved | Time | Attempts | Coding | Integrity | Badge |
|---|
Hire Top 1%
Get discovered by recruiters
Top-1% Skill Test scorers on Pro or Elite can publish a recruiter-facing card with their resume and contact details on the public Hire Top 1% board.