Scale AI
Large (~1,200)
Stripe
Large (~8,000)
Best For
Scale AI
Best for: Ambitious builders who want critical AI infrastructure work serving top-tier clients
Stripe
Best for: Engineers who value code quality, writing culture, and fintech at the highest level
Ratings
Scale AIStripe
3.5
4.0
Overall
2.7
3.6
Work-Life Balance
2.9
4.1
Culture & Values
3.5
4.5
Comp & Benefits
2.8
3.7
Senior Mgmt
3.6
3.8
Career Opps
👍 56% Recommend
👤 60% CEO Approval (Alexandr Wang)
👍 80% Recommend
👤 82% CEO Approval (Patrick Collison)
Culture Values
Scale AI only
🚀 Ship Fast & Iterate
Stripe only
💎 Strong Comp & Equity🪟 Transparent
Shared
⚙️ Engineering-Driven🎯 Direct Product Impact🌱 Learning & Growth
Pros & Cons
Scale AI
- Building critical AI data infrastructure used by OpenAI, Meta, Microsoft, and the US government
- Strong compensation for engineers — competitive base + equity
- Work-life balance rated 2.7/5 — long hours common during client deadlines
- Culture and values scored 2.9/5 — inconsistent management quality
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
Scale AI
Choose Scale AI if you want to build data infrastructure for OpenAI and the US government — but expect long hours and inconsistent management.
Stripe
Choose Stripe if you want elite engineering culture with top comp — but perfectionism can slow shipping velocity.
Open Roles
Scale AI — 175 jobs
💻 Engineering
64
🧠 ML / AI
25
📋 Product
16
💼 Sales / GTM
14
⚙️ Operations
7
⚖️ Legal
5
📣 Marketing
4
📊 Data
2
💰 Finance
2
👤 HR / People
2
🎨 Design
1
🎧 Support
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
Scale AI scores 3.5/5.0 on Glassdoor with a 2.7 work-life balance rating. Stripe scores 4.0/5.0 overall with a 3.6 WLB. That’s a 0.5-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Direct Product Impact, Learning & Growth. Scale AI also emphasizes Ship Fast & Iterate. Stripe also emphasizes Strong Comp & Equity, Transparent.
On the hiring front, Scale AI has 175 open roles and Stripe has 490 open roles.