The evidence behind the opportunity
Better evidence.
Broader perspective.
What real postings require, how strong scorecards work, and what thoughtful hiring looks like.
From both sides of the hiring table
6 perspectivesHow to build an evidence-based hiring scorecard
A practical method for agreeing on weighted criteria before interviews begin, then keeping the final decision in human hands.
Resume screening without black-box candidate ranking
How to use AI for faster evidence review while avoiding automatic hire-or-reject decisions and unexplained candidate ordering.
How structured panel debriefs reduce hiring noise
A panel debrief format that surfaces disagreement, distinguishes observation from interpretation, and ends with explicit follow-ups.
What 250 real Product Manager postings actually require
The recurring expectations across 250 recent Product Manager postings — and what actually differentiates candidates.
What 300 real Data Analyst postings actually require
A data-driven breakdown of the skills and tools that recur across 300 recent Data Analyst job postings.
What 500 real Software Engineer postings actually require
We analyzed 500 recent Software Engineer job postings to find the skills, tools, and credentials that actually show up — and how often.