Abridge
Mid (~500)
Labelbox
Medium (~350)
Best For
Abridge
Best for: Professionals interested in Abridge
Labelbox
Best for: ML infrastructure engineers building data labeling and training platforms for frontier AI labs and enterprises
Ratings
AbridgeLabelbox
4.7
3.8
Overall
4.5
3.6
Work-Life Balance
4.8
3.8
Culture & Values
4.7
3.6
Comp & Benefits
4.5
3.5
Senior Mgmt
4.5
3.6
Career Opps
👍 94% Recommend
👤 95% CEO Approval (CEO)
👍 72% Recommend
👤 78% CEO Approval (Manu Sharma)
Culture Values
Abridge only
💜 Mission-Driven🌱 Learning & Growth🎯 Direct Product Impact
Labelbox only
🚀 Ship Fast & Iterate🌈 Diverse & Inclusive
Shared
⚙️ Engineering-Driven💎 Strong Comp & Equity
Pros & Cons
Abridge
- Meaningful mission transforming healthcare — 93% of employees recommend working here
- Exceptional management and blameless culture with strong career growth opportunities
- Fast-paced environment with intense weeks during major product pushes
- Hybrid co-location expected at SF or NYC hubs; not fully remote
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
Abridge
Abridge — check Glassdoor for detailed reviews.
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
Abridge — 65 jobs
💻 Engineering
21
📊 Data
6
📋 Product
5
🎨 Design
4
💼 Sales / GTM
4
👤 HR / People
3
🧠 ML / AI
3
💰 Finance
1
📣 Marketing
1
⚙️ Operations
1
Labelbox — 9 jobs
💻 Engineering
3
🧠 ML / AI
3
📊 Data
1
Summary
Abridge scores 4.7/5.0 on Glassdoor with a 4.5 work-life balance rating. Labelbox scores 3.8/5.0 overall with a 3.6 WLB. That’s a 0.9-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Strong Comp & Equity. Abridge also emphasizes Mission-Driven, Learning & Growth, Direct Product Impact. Labelbox also emphasizes Ship Fast & Iterate, Diverse & Inclusive.
On the hiring front, Abridge has 65 open roles and Labelbox has 9 open roles.