# 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](/content/data/pe-executive-equity-2026/index.html)