Labelbox
Medium (~350)
Stripe
Large (~8,000)
Best For
Labelbox
Best for: ML infrastructure engineers building data labeling and training platforms for frontier AI labs and enterprises
Stripe
Best for: Engineers who value code quality, writing culture, and fintech at the highest level
Ratings
LabelboxStripe
3.8
4.0
Overall
3.6
3.6
Work-Life Balance
3.8
4.1
Culture & Values
3.6
4.5
Comp & Benefits
3.5
3.7
Senior Mgmt
3.6
3.8
Career Opps
👍 72% Recommend
👤 78% CEO Approval (Manu Sharma)
👍 80% Recommend
👤 82% CEO Approval (Patrick Collison)
Culture Values
Labelbox only
🚀 Ship Fast & Iterate🌈 Diverse & Inclusive
Stripe only
🌱 Learning & Growth🎯 Direct Product Impact🪟 Transparent
Shared
⚙️ Engineering-Driven💎 Strong Comp & Equity
Pros & Cons
Labelbox
- Competitive compensation and equity
- Working with top AI labs as customers
- Rapid growth creates organizational churn
- Some teams move faster than others
Stripe
- Engineering culture is elite — code quality and writing culture are best-in-class
- Top compensation in fintech — competitive base, equity, and benefits
- Perfectionism can slow shipping — high bar sometimes means slower velocity
- The 2022-23 layoffs affected morale — company has been rebuilding confidence
Bottom Line
Labelbox
Choose Labelbox if you want to work on the data side of AI — labeling, evaluation, and training infrastructure used by frontier AI teams — with moderate SF-based intensity.
Stripe
Choose Stripe if you want elite engineering culture with top comp — but perfectionism can slow shipping velocity.
Open Roles
Labelbox — 9 jobs
💻 Engineering
3
🧠 ML / AI
3
📊 Data
1
Stripe — 490 jobs
💻 Engineering
118
💼 Sales / GTM
98
📋 Product
44
⚙️ Operations
39
📣 Marketing
34
💰 Finance
22
📊 Data
16
🎨 Design
15
⚖️ Legal
12
🧠 ML / AI
9
👤 HR / People
7
🎧 Support
4
Summary
Labelbox scores 3.8/5.0 on Glassdoor with a 3.6 work-life balance rating. Stripe scores 4.0/5.0 overall with a 3.6 WLB. That’s a 0.2-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Strong Comp & Equity. Labelbox also emphasizes Ship Fast & Iterate, Diverse & Inclusive. Stripe also emphasizes Learning & Growth, Direct Product Impact, Transparent.
On the hiring front, Labelbox has 9 open roles and Stripe has 490 open roles.