# Sophie-Gabrielle Hermanns

Sophie-Gabrielle Hermanns is a data scientist at Carta specializing in private equity, compensation, and LLC data modeling and analysis.

## Latest from Sophie-Gabrielle Hermanns

Data & Research  
March 2026  
2026 PE Executive Equity Report  
How do PE-backed portfolio companies use their equity as a tool to attract and retain talent? Dig into our full breakdown of ESOPs, equity types, vesting schedules, performance conditions, and more.  
[View](https://fund-forecasting@carta.com/data/pe-executive-equity-2026/)