Labelbox
Medium (~350)
Pinecone
Small (~130)
Best For
Labelbox
Best for: ML infrastructure engineers building data labeling and training platforms for frontier AI labs and enterprises
Pinecone
Best for: Infrastructure engineers who want to build the vector database powering the AI revolution
Ratings
LabelboxPinecone
3.8
4.2
Overall
3.6
4.3
Work-Life Balance
3.8
4.5
Culture & Values
3.6
3.8
Comp & Benefits
3.5
4.0
Senior Mgmt
3.6
3.8
Career Opps
👍 72% Recommend
👤 78% CEO Approval (Manu Sharma)
👍 80% Recommend
👤 85% CEO Approval (Edo Liberty)
Culture Values
Labelbox only
🚀 Ship Fast & Iterate💎 Strong Comp & Equity🌈 Diverse & Inclusive
Pinecone only
🌐 Remote-Friendly🕐 Flexible Hours🌱 Learning & Growth🎯 Direct Product Impact
Shared
⚙️ Engineering-Driven
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
Pinecone
- Exceptional colleagues — warm, welcoming, and technically among the best in the industry
- Fully remote with strong company culture, autonomy, and genuine growth opportunities
- Significant layoffs in 2024 (30% of staff) eroded trust and reduced headcount
- Below-market base salary even with equity compensation
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.
Pinecone
Choose Pinecone if you want fully remote work on critical AI infrastructure — but recent layoffs have created uncertainty.
Open Roles
Labelbox — 9 jobs
💻 Engineering
3
🧠 ML / AI
3
📊 Data
1
Pinecone — 8 jobs
💻 Engineering
5
📋 Product
2
💼 Sales / GTM
1
Summary
Labelbox scores 3.8/5.0 on Glassdoor with a 3.6 work-life balance rating. Pinecone scores 4.2/5.0 overall with a 4.3 WLB. That’s a 0.4-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven. Labelbox also emphasizes Ship Fast & Iterate, Strong Comp & Equity, Diverse & Inclusive. Pinecone also emphasizes Remote-Friendly, Flexible Hours, Learning & Growth, Direct Product Impact.
On the hiring front, Labelbox has 9 open roles and Pinecone has 8 open roles.