It’s an open secret that benchmark databases are hit-or-miss: great coverage for some roles (mid-levels in engineering, product, etc.) and some loca

Autograph: Mission Control for Managers

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2024-12-22 04:00:02

It’s an open secret that benchmark databases are hit-or-miss: great coverage for some roles (mid-levels in engineering, product, etc.) and some locations (SF, NY). But how much equity should you grant a Staff Engineer in Memphis at a Series B company? "Error, low sample size."

Fortunately, it turns out this is a very solvable problem with data science. We analyzed thousands of data points across public and proprietary data to design a predictive model that produces 4+ million combinations: 200+ titles, 700+ locations, and 30+ company stages (seed-stage to FAANG). Check out our white paper & FAQs below for more detail.