CoreWeave vs Scale AI

CoreWeave vs Scale AI: Culture Compared

CoreWeave (3.6 Glassdoor) vs Scale AI (3.5 Glassdoor) — side-by-side on culture values, work-life balance, compensation, and open roles.

CoreWeave

CoreWeave

Large (~1,800)
Scale AI

Scale AI

Large (~1,200)
CoreWeave
Best for: Infrastructure engineers who want GPU cloud exposure with strong equity upside
Scale AI
Best for: Ambitious builders who want critical AI infrastructure work serving top-tier clients
CoreWeaveScale AI
3.6
3.5
Overall
3.2
2.7
Work-Life Balance
3.1
2.9
Culture & Values
3.8
3.5
Comp & Benefits
3.0
2.8
Senior Mgmt
3.4
3.6
Career Opps
πŸ‘ 62% Recommend πŸ‘€ 65% CEO Approval (Michael Intrator)
πŸ‘ 56% Recommend πŸ‘€ 60% CEO Approval (Alexandr Wang)
CoreWeave only
πŸ’Ž Strong Comp & Equity🧩 Wears Many Hats
Scale AI only
🎯 Direct Product Impact🌱 Learning & Growth
Shared
βš™οΈ Engineering-DrivenπŸš€ Ship Fast & Iterate

CoreWeave

  • βœ“GPU cloud infrastructure leader backed by NVIDIA ($2B investment)
  • βœ“Strong compensation and equity β€” especially valuable post-IPO
  • βœ—Work-life balance can be challenging β€” some teams expect off-hours availability
  • βœ—Culture and values rated 3.1/5 β€” processes still maturing

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
CoreWeave
Choose CoreWeave if you want NVIDIA-backed GPU cloud with equity upside β€” but culture and processes are still maturing.
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.

CoreWeave β€” 251 jobs

πŸ’» Engineering
108
πŸ’Ό Sales / GTM
25
πŸ“‹ Product
19
πŸ’° Finance
12
βš™οΈ Operations
12
πŸ“£ Marketing
10
βš–οΈ Legal
7
πŸ“Š Data
6
πŸ‘€ HR / People
5
🎨 Design
3

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

CoreWeave scores 3.6/5.0 on Glassdoor with a 3.2 work-life balance rating. Scale AI scores 3.5/5.0 overall with a 2.7 WLB. That’s a 0.1-point gap on overall satisfaction.

Both companies share these culture values: Engineering-Driven, Ship Fast & Iterate. CoreWeave also emphasizes Strong Comp & Equity, Wears Many Hats. Scale AI also emphasizes Direct Product Impact, Learning & Growth.

On the hiring front, CoreWeave has 251 open roles and Scale AI has 175 open roles.

Read more: Working at CoreWeave