Labelbox
Medium (~350)
Tailscale
Small (~290)
Best For
Labelbox
Best for: ML infrastructure engineers building data labeling and training platforms for frontier AI labs and enterprises
Tailscale
Best for: Systems engineers who value location-equal pay, generous parental leave, and working on deeply technical networking problems
Ratings
LabelboxTailscale
3.8
4.4
Overall
3.6
4.5
Work-Life Balance
3.8
4.5
Culture & Values
3.6
4.4
Comp & Benefits
3.5
4.2
Senior Mgmt
3.6
4.2
Career Opps
👍 72% Recommend
👤 78% CEO Approval (Manu Sharma)
👍 88% Recommend
👤 92% CEO Approval (Avery Pennarun)
Culture Values
Labelbox only
🚀 Ship Fast & Iterate
Tailscale only
🌐 Remote-Friendly⚖️ Work-Life Balance🪟 Transparent
Shared
⚙️ Engineering-Driven💎 Strong Comp & Equity🌈 Diverse & Inclusive
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
Tailscale
- Same pay worldwide with 26 weeks parental leave and genuine work-life balance
- Brilliant, nerdy CEO who deeply understands the tech — culture is intellectual and respectful
- Career progression limited — only 3.0/5 on career opportunities
- Middle management still developing — some growing pains as the org scales
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.
Tailscale
Intellectual, engineer-led culture with same pay worldwide and 26 weeks parental leave — but career progression is limited and middle management is still maturing.
Open Roles
Labelbox — 9 jobs
💻 Engineering
3
🧠 ML / AI
3
📊 Data
1
Tailscale — 52 jobs
💻 Engineering
25
💼 Sales / GTM
11
⚙️ Operations
4
📋 Product
4
📊 Data
2
🎨 Design
2
📣 Marketing
2
Summary
Labelbox scores 3.8/5.0 on Glassdoor with a 3.6 work-life balance rating. Tailscale scores 4.4/5.0 overall with a 4.5 WLB. That’s a 0.6-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Strong Comp & Equity, Diverse & Inclusive. Labelbox also emphasizes Ship Fast & Iterate. Tailscale also emphasizes Remote-Friendly, Work-Life Balance, Transparent.
On the hiring front, Labelbox has 9 open roles and Tailscale has 52 open roles.