Scale AI
Imported from companies
Scale AI currently holds a 3.1 Blind rating from 241 reviews. Core product: Imported from companies. Strongest marks: career growth and compensation. Recent pulse: 3.8 from 5 reviews in the last 60 days.
- Overall
- 0.96 Amazons
- Recent 60d (5)
- 2.28 Amazons
- Perception
- 0.85 Amazons
- Recent delta
- +1.32 Amazons
- Perception delta
- -0.11 Amazons
- Reviews
- 241
- Perception votes
- 16
- Last updated
- May 30, 2026
- Status
- Unknown
Distribution
Histogram of the selected metric across the full tracked company set.
Score
0.96 Amazons
Percentile
7th
Companies
221
Peak bin
39
Metric breakdown
Overall rating
Default leaderboard sort, based on the company's Blind score.
Recent 60 days
Average across reviews from the last 60 days, using up to 10 of the latest stored review cards.
Career growth
How employees rate long-term advancement and trajectory.
Compensation / Benefits
The pay and benefits score shown on the company's Blind page.
Management
How employees rate leadership quality and decision-making.
Work life balance
The balance score used when sorting for sustainability.
Company culture
How employees rate the day-to-day environment and team culture.
Public perception
Elo score
1122
Confidence band
+- 120
Public record
8W / 8L
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Cast public matchups in the canon view to move this company's perception board standing.
Return to the arenaRecent reviews
Latest review list
5 reviews from the last 60 days
1. May 18, 2026
Sinking ship
1.0Former Employee / Software Engineer
Pros: Wlb has gone way better than before. It has become quite chill
Cons: Talent diasphora. The company is having problem with retaining talents as the major customers have moved away. The revenue is sinking.
2. May 10, 2026
Seems decent for now
4.0Current Employee / Software Engineer
Pros: Seems like a decent place for now. Good scope, lots of work to do
Cons: Not the best Eng culture, definitely shaky on company valuation
3. May 7, 2026
Generally a good deal
5.0Current Employee / Software Engineer
Pros: Good Growth and exposure to many domains Freedom No drama in engineering
Cons: Too many ex consultants Tech maturity is very bad Tooling sucks
4. May 4, 2026
Decent WLB for SWEs
4.0Current Employee / Software Engineer
Pros: - generally smart folks - a lot of work to do, easy to shine
Cons: - management seems pretty messy, missing a lot of C-suite folks - company seems like a bag of random smaller companies
5. May 6, 2026
Great overall, employees are smart and chill and strong market opportunities
5.0Current Employee / Software Engineer
Pros: - A ton of new experienced hires at the executive level, as well as lots of strong incoming ICs - Huge market opportunity - Can basically grow your career wherever you’re willing to pick up scope, which is a big bonus for early career fo...
Cons: - External perception of work is worse than internally which probably affects our hiring - Turnover from past generation making their money and moving
