Companies

Datadog

Stable, growth-focused

Bottom 2% Layoff risk Top 4% Training hours Top 12% Fun

SpaceX AI

Fast-paced, high-autonomy

Top 2% IC autonomy Top 2% Serious Bottom 2% DEI meaningfulness

NVIDIA

Innovative, stable

Top 1% Company strategy Top 2% AI maturity Bottom 2% Layoff risk

Lumen

Balanced

Bottom 1% Pay vs market Bottom 1% AI maturity Bottom 1% Employer brand

ByteDance

Fast-paced, innovative

Bottom 1% Where do ideas come from? Top 1% Average hours worked Bottom 1% IC autonomy

MongoDB

Balanced

Top 5% Business-led Top 5% Promotion rate Top 9% Day-to-day working relationships

Intuit

Innovative

Bottom 3% IC autonomy Top 3% PIP risk Bottom 4% Focus on substance

Coinbase

Fast-paced

Bottom 1% Business-led Bottom 1% Vacation taken Top 2% PIP risk

Quora

High-autonomy, balanced

Bottom 1% Business-led Top 1% Transparency with ICs Bottom 1% Yield rate from offer to acceptance

Coupang

Fast-paced

Top 1% Where do ideas come from? Bottom 1% Training focus on compliance or content/learning Bottom 2% IC autonomy

Okta

Stable

Bottom 9% Where do ideas come from? Bottom 9% Employee NPS Bottom 15% AI maturity

SoFi

Stable

Bottom 2% Interview difficulty Bottom 4% Training hours Bottom 5% Engineering-led