Hire Top 1%
Every candidate below scored in the top 1% of a proctored, complexity-weighted Top 1% Skill Test and opted in to be contacted. Reach out directly — resume and contact details included.
Verified
Proctored test
Tier
Top 1%
Available
0 candidates
Every candidate here earned their place through the PrepNPlaced Top 1% Role Test — a proctored, complexity-weighted assessment that scores real problem-solving, not memorized answers. Candidates who reach the top percentile and opt in appear on this board with their verified score, resume, and a direct way to reach them. You skip the resume pile and start with people whose skills are already proven.
Verified, not claimed
Scores come from a proctored test with integrity checks, so the rank reflects real ability.
Opted in to be contacted
Everyone listed chose to be discoverable by recruiters — no cold scraping, no guesswork.
Data & analytics focused
Strong in SQL, Python, PySpark, data modeling, and analytics engineering for real data roles.
Every candidate on this board reached the top percentile of the PrepNPlaced Role Test — a proctored, complexity-weighted assessment that scores real problem-solving with integrity checks, not memorized answers. The rank reflects proven ability, not a self-claimed resume line.
Browsing verified candidates is free. Each person listed has opted in to be contacted, so you reach out directly — no scraping, no middleman, no per-profile fee to view them.
Primarily data and analytics roles — Data Analyst, Data Engineer, and Analytics Engineer — with proven strength in SQL, Python, PySpark, data modeling, and dashboarding.
You start with skills that are already tested and ranked, from people who chose to be found. That removes the resume pile and the guesswork about whether a candidate can actually do the work.