Doctolib
Large (~3,500)
Labelbox
Medium (~350)
Best For
Doctolib
Best for: Engineers motivated by healthcare impact who want to build products improving medical access across Europe at a mission-driven company with a strong French tech identity
Labelbox
Best for: ML infrastructure engineers building data labeling and training platforms for frontier AI labs and enterprises
Ratings
DoctolibLabelbox
3.7
3.8
Overall
3.7
3.6
Work-Life Balance
3.8
3.8
Culture & Values
3.7
3.6
Comp & Benefits
3.5
3.5
Senior Mgmt
3.5
3.6
Career Opps
👍 74% Recommend
👤 78% CEO Approval (Stanislas Niox-Chateau)
👍 72% Recommend
👤 78% CEO Approval (Manu Sharma)
Culture Values
Doctolib only
💜 Mission-Driven🌱 Learning & Growth🎯 Direct Product Impact
Labelbox only
⚙️ Engineering-Driven💎 Strong Comp & Equity🌈 Diverse & Inclusive
Shared
🚀 Ship Fast & Iterate
Pros & Cons
Doctolib
- Mission-driven colleagues who genuinely care about improving healthcare access
- Strong growth opportunities with flexible remote policy and decent benefits
- Management can be heavy-handed — uses company principles as weapons against feedback
- French-centric culture makes it harder for non-French speakers to advance
Labelbox
- Competitive compensation and equity
- Working with top AI labs as customers
- Rapid growth creates organizational churn
- Some teams move faster than others
Bottom Line
Doctolib
Genuine social mission (digitizing healthcare access for millions) with a fast-shipping culture, but at 3,500 people reviews cite organizational change fatigue and management inconsistency.
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.
Open Roles
Doctolib — 241 jobs
💼 Sales / GTM
80
💻 Engineering
45
📣 Marketing
13
👤 HR / People
8
📊 Data
7
📋 Product
7
🧠 ML / AI
5
⚖️ Legal
4
🎨 Design
2
💰 Finance
2
⚙️ Operations
2
🎧 Support
1
Labelbox — 9 jobs
💻 Engineering
3
🧠 ML / AI
3
📊 Data
1
Summary
Doctolib scores 3.7/5.0 on Glassdoor with a 3.7 work-life balance rating. Labelbox scores 3.8/5.0 overall with a 3.6 WLB. That’s a 0.1-point gap on overall satisfaction.
Both companies share these culture values: Ship Fast & Iterate. Doctolib also emphasizes Mission-Driven, Learning & Growth, Direct Product Impact. Labelbox also emphasizes Engineering-Driven, Strong Comp & Equity, Diverse & Inclusive.
On the hiring front, Doctolib has 241 open roles and Labelbox has 9 open roles.