Grafana Labs vs Scale AI

Grafana Labs vs Scale AI: Culture Compared

Grafana Labs (4.1 Glassdoor) vs Scale AI (3.5 Glassdoor) — side-by-side on culture values, work-life balance, compensation, and open roles.

Grafana Labs

Grafana Labs

Large (~1,700)
Scale AI

Scale AI

Large (~1,200)
Grafana Labs
Best for: Engineers who want open-source impact with fully remote flexibility and strong WLB
Scale AI
Best for: Ambitious builders who want critical AI infrastructure work serving top-tier clients
Grafana LabsScale AI
4.1
3.5
Overall
4.3
2.7
Work-Life Balance
4.1
2.9
Culture & Values
4.0
3.5
Comp & Benefits
3.6
2.8
Senior Mgmt
3.8
3.6
Career Opps
πŸ‘ 78% Recommend πŸ‘€ 71% CEO Approval (Raj Dutt)
πŸ‘ 56% Recommend πŸ‘€ 60% CEO Approval (Alexandr Wang)
Grafana Labs only
🌐 Remote-FriendlyπŸ”“ Open SourceπŸͺŸ Transparentβš–οΈ Work-Life Balance
Scale AI only
🎯 Direct Product ImpactπŸš€ Ship Fast & Iterate
Shared
βš™οΈ Engineering-Driven🌱 Learning & Growth

Grafana Labs

  • βœ“100% remote-first across 40+ countries with generous PTO (~30 days) and mandatory shutdown days
  • βœ“Engineers rate it 4.9/5 β€” absurdly talented colleagues with strong open-source culture
  • βœ—Career progression above staff level can be challenging with limited upward mobility
  • βœ—Product management is sometimes marginalized with engineers holding disproportionate power

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
Grafana Labs
Choose Grafana Labs if you want deep open-source impact, fully remote flexibility, and excellent WLB β€” but expect limited career progression above staff level.
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.

Grafana Labs β€” 149 jobs

πŸ’» Engineering
92
πŸ’Ό Sales / GTM
32
πŸ“£ Marketing
6
πŸ‘€ HR / People
1
βš–οΈ Legal
1
βš™οΈ Operations
1

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

Grafana Labs scores 4.1/5.0 on Glassdoor with a 4.3 work-life balance rating. Scale AI scores 3.5/5.0 overall with a 2.7 WLB. That’s a 0.6-point gap on overall satisfaction.

Both companies share these culture values: Engineering-Driven, Learning & Growth. Grafana Labs also emphasizes Remote-Friendly, Open Source, Transparent, Work-Life Balance. Scale AI also emphasizes Direct Product Impact, Ship Fast & Iterate.

On the hiring front, Grafana Labs has 149 open roles and Scale AI has 175 open roles.

Read more: Working at Grafana Labs