Labelbox vs Linear

Labelbox vs Linear: Culture Compared

Labelbox (3.8 Glassdoor) vs Linear (4.6 Glassdoor) — side-by-side on culture values, work-life balance, compensation, and open roles.

Labelbox

Labelbox

Medium (~350)
Linear

Linear

Small (~80)
Labelbox
Best for: ML infrastructure engineers building data labeling and training platforms for frontier AI labs and enterprises
Linear
Best for: Craftspeople who value deep work, async communication, and minimal meetings
LabelboxLinear
3.8
4.6
Overall
3.6
4.4
Work-Life Balance
3.8
4.8
Culture & Values
3.6
4.3
Comp & Benefits
3.5
4.5
Senior Mgmt
3.6
4.0
Career Opps
πŸ‘ 72% Recommend πŸ‘€ 78% CEO Approval (Manu Sharma)
πŸ‘ 95% Recommend πŸ‘€ 95% CEO Approval (Karri Saarinen)
Labelbox only
πŸš€ Ship Fast & IterateπŸ’Ž Strong Comp & Equity🌈 Diverse & Inclusive
Linear only
🎧 Deep Work / Low Meetings🌐 Remote-FriendlyπŸ“‘ Async-First🎯 Direct Product Impactβš–οΈ Work-Life Balance
Shared
βš™οΈ Engineering-Driven

Labelbox

  • βœ“Competitive compensation and equity
  • βœ“Working with top AI labs as customers
  • βœ—Rapid growth creates organizational churn
  • βœ—Some teams move faster than others

Linear

  • βœ“Obsessive product craft β€” building the best-in-class PM tool teams genuinely love
  • βœ“Deep work culture with no standups and minimal meetings β€” actually practiced
  • βœ—Very small team = limited roles available at any given time
  • βœ—High hiring bar means slow growth β€” patience required
Labelbox
Choose Labelbox if you want to work on the data side of AI β€” labeling, evaluation, and training infrastructure used by frontier AI teams β€” with moderate SF-based intensity.
Linear
Choose Linear if you want obsessive product craft with genuine work-life balance β€” but the team is tiny and hiring bar is extreme.

Labelbox β€” 9 jobs

πŸ’» Engineering
3
🧠 ML / AI
3
πŸ“Š Data
1

Linear β€” 19 jobs

πŸ’Ό Sales / GTM
8
πŸ’» Engineering
5
🎨 Design
3
πŸ“‹ Product
2
βš–οΈ Legal
1

Labelbox scores 3.8/5.0 on Glassdoor with a 3.6 work-life balance rating. Linear scores 4.6/5.0 overall with a 4.4 WLB. That’s a 0.8-point gap on overall satisfaction.

Both companies share these culture values: Engineering-Driven. Labelbox also emphasizes Ship Fast & Iterate, Strong Comp & Equity, Diverse & Inclusive. Linear also emphasizes Deep Work / Low Meetings, Remote-Friendly, Async-First, Direct Product Impact, Work-Life Balance.

On the hiring front, Labelbox has 9 open roles and Linear has 19 open roles.