Anthropic vs Scale AI

Anthropic vs Scale AI: Culture Compared

Anthropic (4.4 Glassdoor) vs Scale AI (3.5 Glassdoor) — side-by-side on culture values, work-life balance, compensation, and open roles.

Anthropic

Anthropic

Mid (~1,500)
Scale AI

Scale AI

Large (~1,200)
Anthropic
Best for: Safety-minded researchers who want mission-driven work with top-tier comp
Scale AI
Best for: Ambitious builders who want critical AI infrastructure work serving top-tier clients
AnthropicScale AI
4.4
3.5
Overall
3.7
2.7
Work-Life Balance
4.5
2.9
Culture & Values
4.8
3.5
Comp & Benefits
4.2
2.8
Senior Mgmt
4.0
3.6
Career Opps
πŸ‘ 95% Recommend πŸ‘€ 93% CEO Approval (Dario Amodei)
πŸ‘ 56% Recommend πŸ‘€ 60% CEO Approval (Alexandr Wang)
Anthropic only
πŸ€– Ethical AI / SafetyπŸ’Ž Strong Comp & EquityπŸ’œ Mission-Driven
Scale AI only
🎯 Direct Product ImpactπŸš€ Ship Fast & Iterate
Shared
🌱 Learning & Growthβš™οΈ Engineering-Driven

Anthropic

  • βœ“Mission-driven to the core β€” the safety focus is genuine and deeply embedded
  • βœ“Incredible autonomy and ownership, even for mid-level engineers
  • βœ—High-intensity environment β€” extended work hours are common during peak periods
  • βœ—Processes still catching up to hypergrowth; some things feel ad-hoc

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
Anthropic
Choose Anthropic if you want genuine AI safety mission, elite comp, and high autonomy β€” but expect intense hours.
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.

Anthropic β€” 447 jobs

πŸ’Ό Sales / GTM
122
πŸ’» Engineering
119
🧠 ML / AI
49
πŸ“£ Marketing
24
πŸ“‹ Product
19
βš™οΈ Operations
17
βš–οΈ Legal
12
πŸ’° Finance
7
πŸ“Š Data
5
πŸ‘€ HR / People
4
🎨 Design
3
🎧 Support
2

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

Anthropic scores 4.4/5.0 on Glassdoor with a 3.7 work-life balance rating. Scale AI scores 3.5/5.0 overall with a 2.7 WLB. That’s a 0.9-point gap on overall satisfaction.

Both companies share these culture values: Learning & Growth, Engineering-Driven. Anthropic also emphasizes Ethical AI / Safety, Strong Comp & Equity, Mission-Driven. Scale AI also emphasizes Direct Product Impact, Ship Fast & Iterate.

On the hiring front, Anthropic has 447 open roles and Scale AI has 175 open roles.

Read more: Working at Anthropic