Databricks
Large (~7,000)
Doctolib
Large (~3,500)
Best For
Databricks
Best for: Data engineers who want strong comp and deep technical pedigree at scale
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
Ratings
DatabricksDoctolib
4.1
3.7
Overall
3.9
3.7
Work-Life Balance
4.0
3.8
Culture & Values
4.3
3.7
Comp & Benefits
3.8
3.5
Senior Mgmt
3.9
3.5
Career Opps
👍 82% Recommend
👤 88% CEO Approval (Ali Ghodsi)
👍 74% Recommend
👤 78% CEO Approval (Stanislas Niox-Chateau)
Culture Values
Databricks only
⚙️ Engineering-Driven💎 Strong Comp & Equity🌈 Diverse & Inclusive
Doctolib only
💜 Mission-Driven🚀 Ship Fast & Iterate
Shared
🌱 Learning & Growth🎯 Direct Product Impact
Pros & Cons
Databricks
- Engineers who built Spark, Delta Lake, MLflow — deep technical pedigree
- Strong compensation and equity packages consistently above market
- Hypergrowth means org changes are constant — teams restructure frequently
- Some legacy Spark-era tech debt that can slow down new features
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
Bottom Line
Databricks
Choose Databricks if you want elite data infrastructure work with strong equity — but brace for constant org changes.
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.
Open Roles
Databricks — 845 jobs
💼 Sales / GTM
356
💻 Engineering
272
📋 Product
47
📣 Marketing
31
📊 Data
21
⚙️ Operations
18
🧠 ML / AI
11
👤 HR / People
10
💰 Finance
8
🎨 Design
6
⚖️ Legal
5
🎧 Support
1
Doctolib — 248 jobs
💼 Sales / GTM
86
💻 Engineering
44
📣 Marketing
13
📋 Product
8
📊 Data
6
👤 HR / People
6
🧠 ML / AI
5
🎨 Design
2
⚖️ Legal
2
⚙️ Operations
2
🎧 Support
2
💰 Finance
1
Summary
Databricks scores 4.1/5.0 on Glassdoor with a 3.9 work-life balance rating. Doctolib scores 3.7/5.0 overall with a 3.7 WLB. That’s a 0.4-point gap on overall satisfaction.
Both companies share these culture values: Learning & Growth, Direct Product Impact. Databricks also emphasizes Engineering-Driven, Strong Comp & Equity, Diverse & Inclusive. Doctolib also emphasizes Mission-Driven, Ship Fast & Iterate.
On the hiring front, Databricks has 845 open roles and Doctolib has 248 open roles.