Scale AI
Large (~1,200)
Snowflake
Large (~7,000)
Best For
Scale AI
Best for: Ambitious builders who want critical AI infrastructure work serving top-tier clients
Snowflake
Best for: Professionals interested in Snowflake
Ratings
Scale AISnowflake
3.5
3.7
Overall
2.7
3.4
Work-Life Balance
2.9
3.8
Culture & Values
3.5
3.7
Comp & Benefits
2.8
3.5
Senior Mgmt
3.6
3.5
Career Opps
👍 56% Recommend
👤 60% CEO Approval (Alexandr Wang)
👍 74% Recommend
👤 78% CEO Approval (CEO)
Culture Values
Scale AI only
🎯 Direct Product Impact
Snowflake only
💎 Strong Comp & Equity
Shared
⚙️ Engineering-Driven🌱 Learning & Growth🚀 Ship Fast & Iterate
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
Snowflake
- Massive-scale distributed systems work with top-tier compensation and RSUs
- High technical bar, accessible senior leaders, and real learning opportunities
- Culture shifting under new leadership — holiday cuts and increased performance pressure
- Quarterly planning overhead and oncall load vary significantly by team
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.
Snowflake
Snowflake — check Glassdoor for detailed reviews.
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
Snowflake — 419 jobs
💻 Engineering
181
💼 Sales / GTM
93
📣 Marketing
29
📋 Product
22
📊 Data
14
⚖️ Legal
6
⚙️ Operations
6
🧠 ML / AI
5
💰 Finance
3
🎨 Design
2
Summary
Scale AI scores 3.5/5.0 on Glassdoor with a 2.7 work-life balance rating. Snowflake scores 3.7/5.0 overall with a 3.4 WLB. That’s a 0.2-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Learning & Growth, Ship Fast & Iterate. Scale AI also emphasizes Direct Product Impact. Snowflake also emphasizes Strong Comp & Equity.
On the hiring front, Scale AI has 175 open roles and Snowflake has 419 open roles.