Baseten
Small (~100)
MongoDB
Large (~5,500)
Best For
Baseten
Best for: Engineers who want high ownership building ML inference infrastructure
MongoDB
Best for: Professionals interested in MongoDB
Ratings
BasetenMongoDB
4.3
4.0
Overall
3.5
3.8
Work-Life Balance
4.3
4.1
Culture & Values
4.0
4.0
Comp & Benefits
4.2
3.8
Senior Mgmt
4.0
3.8
Career Opps
👍 80% Recommend
👤 84% CEO Approval (CEO)
Culture Values
Baseten only
🚀 Ship Fast & Iterate🧩 Wears Many Hats🤝 Flat Hierarchy
MongoDB only
🔓 Open Source🌱 Learning & Growth💎 Strong Comp & Equity
Shared
⚙️ Engineering-Driven🎯 Direct Product Impact
Pros & Cons
Baseten
- Cutting-edge ML inference infrastructure — deploying models at scale for real production customers
- Small team means high ownership and direct impact on product direction and company strategy
- Limited resources compared to larger competitors — can feel stretched thin on multiple fronts
- Fast-moving product roadmap means priorities shift frequently as the market evolves
MongoDB
- World-class enablement — best training programs many employees have encountered
- Competitive pay with strong equity, especially for senior roles
- No 401k match and culture has gotten more political at scale
- Work-life balance is team-dependent — some teams have long hours expectations
Bottom Line
Baseten
Choose Baseten if you want high ownership building ML inference infrastructure at an early-stage startup — but expect startup intensity and shifting priorities.
MongoDB
MongoDB — check Glassdoor for detailed reviews.
Open Roles
Baseten — 55 jobs
💻 Engineering
25
💼 Sales / GTM
12
⚙️ Operations
4
📣 Marketing
3
📋 Product
3
🧠 ML / AI
2
📊 Data
1
👤 HR / People
1
MongoDB — 428 jobs
💼 Sales / GTM
171
💻 Engineering
133
📋 Product
32
📣 Marketing
14
⚙️ Operations
9
👤 HR / People
8
💰 Finance
6
🧠 ML / AI
4
📊 Data
2
Summary
Baseten scores 4.3/5.0 on Glassdoor with a 3.5 work-life balance rating. MongoDB scores 4.0/5.0 overall with a 3.8 WLB. That’s a 0.3-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Direct Product Impact. Baseten also emphasizes Ship Fast & Iterate, Wears Many Hats, Flat Hierarchy. MongoDB also emphasizes Open Source, Learning & Growth, Strong Comp & Equity.
On the hiring front, Baseten has 55 open roles and MongoDB has 428 open roles.