OpenAI vs Scale AI

OpenAI vs Scale AI: Culture Compared

OpenAI (4.5 Glassdoor) vs Scale AI (3.5 Glassdoor) — side-by-side on culture values, work-life balance, compensation, and open roles.

OpenAI

OpenAI

Large (~3,500)
Scale AI

Scale AI

Large (~1,200)
OpenAI
Best for: Engineers who want to build frontier AI models at the company defining the industry, with elite compensation
Scale AI
Best for: Ambitious builders who want critical AI infrastructure work serving top-tier clients
OpenAIScale AI
4.5
3.5
Overall
3.6
2.7
Work-Life Balance
4.6
2.9
Culture & Values
4.5
3.5
Comp & Benefits
4.3
2.8
Senior Mgmt
4.3
3.6
Career Opps
πŸ‘ 90% Recommend πŸ‘€ 95% CEO Approval (Sam Altman)
πŸ‘ 56% Recommend πŸ‘€ 60% CEO Approval (Alexandr Wang)
OpenAI only
πŸ’Ž Strong Comp & Equity
Scale AI only
No unique values
Shared
βš™οΈ Engineering-DrivenπŸš€ Ship Fast & Iterate🌱 Learning & Growth🎯 Direct Product Impact

OpenAI

  • βœ“Cutting-edge frontier AI research with world-class colleagues
  • βœ“Elite compensation β€” top-tier TC and equity packages
  • βœ—High-intensity environment β€” long hours and intense pace are the norm
  • βœ—Internal politics and rapid org changes as the company scales

Scale AI

  • βœ“Building critical AI data infrastructure used by OpenAI, Meta, Microsoft, and the US government
  • βœ“Strong compensation for engineers β€” competitive base + equity
  • βœ—Work-life balance rated 2.7/5 β€” long hours common during client deadlines
  • βœ—Culture and values scored 2.9/5 β€” inconsistent management quality
OpenAI
High-intensity, mission-driven culture with world-class colleagues and top-tier comp β€” but expect long hours, rapid org changes, and internal politics as the company scales.
Scale AI
Choose Scale AI if you want to build data infrastructure for OpenAI and the US government β€” but expect long hours and inconsistent management.

OpenAI β€” 655 jobs

πŸ’» Engineering
317
πŸ’Ό Sales / GTM
57
πŸ“‹ Product
30
πŸ“Š Data
28
🧠 ML / AI
28
πŸ“£ Marketing
24
βš™οΈ Operations
17
βš–οΈ Legal
13
🎨 Design
10
πŸ‘€ HR / People
9
πŸ’° Finance
7
🎧 Support
4

Scale AI β€” 175 jobs

πŸ’» Engineering
64
🧠 ML / AI
25
πŸ“‹ Product
16
πŸ’Ό Sales / GTM
14
βš™οΈ Operations
7
βš–οΈ Legal
5
πŸ“£ Marketing
4
πŸ“Š Data
2
πŸ’° Finance
2
πŸ‘€ HR / People
2
🎨 Design
1
🎧 Support
1

OpenAI scores 4.5/5.0 on Glassdoor with a 3.6 work-life balance rating. Scale AI scores 3.5/5.0 overall with a 2.7 WLB. That’s a 1.0-point gap on overall satisfaction.

Both companies share these culture values: Engineering-Driven, Ship Fast & Iterate, Learning & Growth, Direct Product Impact. OpenAI also emphasizes Strong Comp & Equity.

On the hiring front, OpenAI has 655 open roles and Scale AI has 175 open roles.

Read more: Working at OpenAI