Cohere
Small (~500)
MongoDB
Large (~5,500)
Best For
Cohere
Best for: Enterprise AI builders willing to trade stability for cutting-edge NLP research
MongoDB
Best for: Professionals interested in MongoDB
Ratings
CohereMongoDB
2.9
4.0
Overall
2.5
3.8
Work-Life Balance
3.0
4.1
Culture & Values
3.2
4.0
Comp & Benefits
2.3
3.8
Senior Mgmt
2.5
3.8
Career Opps
👍 48% Recommend
👤 55% CEO Approval (Aidan Gomez)
👍 80% Recommend
👤 84% CEO Approval (CEO)
Culture Values
Cohere only
No unique values
MongoDB only
🔓 Open Source💎 Strong Comp & Equity🎯 Direct Product Impact
Shared
🌱 Learning & Growth⚙️ Engineering-Driven
Pros & Cons
Cohere
- Cutting-edge NLP research from Transformer co-author
- Enterprise AI focus gives real customer impact
- Frequent organizational restructuring has led to notable team turnover
- Internal communication from leadership could be more transparent
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
Cohere
Choose Cohere if you want Transformer co-author pedigree and enterprise AI focus — but expect turbulence and lower ratings.
MongoDB
MongoDB — check Glassdoor for detailed reviews.
Open Roles
Cohere — 116 jobs
💻 Engineering
36
💼 Sales / GTM
12
🧠 ML / AI
9
📋 Product
8
📣 Marketing
7
💰 Finance
4
👤 HR / People
4
📊 Data
3
⚙️ Operations
2
⚖️ Legal
1
🎧 Support
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
Cohere scores 2.9/5.0 on Glassdoor with a 2.5 work-life balance rating. MongoDB scores 4.0/5.0 overall with a 3.8 WLB. That’s a 1.1-point gap on overall satisfaction.
Both companies share these culture values: Learning & Growth, Engineering-Driven. MongoDB also emphasizes Open Source, Strong Comp & Equity, Direct Product Impact.
On the hiring front, Cohere has 116 open roles and MongoDB has 428 open roles.