Labelbox
Medium (~350)
Snowflake
Large (~7,000)
Best For
Labelbox
Best for: ML infrastructure engineers building data labeling and training platforms for frontier AI labs and enterprises
Snowflake
Best for: Professionals interested in Snowflake
Ratings
LabelboxSnowflake
3.8
3.7
Overall
3.6
3.4
Work-Life Balance
3.8
3.8
Culture & Values
3.6
3.7
Comp & Benefits
3.5
3.5
Senior Mgmt
3.6
3.5
Career Opps
👍 72% Recommend
👤 78% CEO Approval (Manu Sharma)
👍 74% Recommend
👤 78% CEO Approval (CEO)
Culture Values
Labelbox only
🌈 Diverse & Inclusive
Snowflake only
🌱 Learning & Growth
Shared
⚙️ Engineering-Driven🚀 Ship Fast & Iterate💎 Strong Comp & Equity
Pros & Cons
Labelbox
- Competitive compensation and equity
- Working with top AI labs as customers
- Rapid growth creates organizational churn
- Some teams move faster than others
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
Labelbox
Choose Labelbox if you want to work on the data side of AI — labeling, evaluation, and training infrastructure used by frontier AI teams — with moderate SF-based intensity.
Snowflake
Snowflake — check Glassdoor for detailed reviews.
Open Roles
Labelbox — 9 jobs
💻 Engineering
3
🧠 ML / AI
3
📊 Data
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
Labelbox scores 3.8/5.0 on Glassdoor with a 3.6 work-life balance rating. Snowflake scores 3.7/5.0 overall with a 3.4 WLB. That’s a 0.1-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Ship Fast & Iterate, Strong Comp & Equity. Labelbox also emphasizes Diverse & Inclusive. Snowflake also emphasizes Learning & Growth.
On the hiring front, Labelbox has 9 open roles and Snowflake has 419 open roles.