Scale AI
Human data labeling, RLHF, and eval provider (Meta-invested)
Layers as clusters, money as arcs, brand marks on the biggest stars
AI Intelligence Graph
Starting the view
Follows the graph · 1 entity
Full file coming soon. Scale AI's links, deals and figures below are what the graph holds today.Not collected yet: Money, Investors, Market share, Legal, News and events, Earnings calls. Anthropic is the first complete company file (people, investors, legal, hiring, birth to now); other companies follow one at a time. Open Anthropic's file
Overview
Ask the graph
answers only from the graph's sourced facts, with citationsForecast record
No forecast published here yet. Each one names its basis and the date it resolves, is scored afterwards, and the hit rate shows here in public once the first resolves.
L0 Labs · Dataset · San Francisco, CA · chokepoint
Scale AI
Human data labeling, RLHF, and eval provider (Meta-invested)
- Links
- 10
- Deals from filings
- 0
- Exposed if it fails
- 6
- 36 within 2 steps
- It depends on
- 1
- 5 within 2 steps
No company file yet: revenue, customers and other figures appear here once they are taken from its filings.
What it is
Scale AI provides the human-labeled data, RLHF, and red-teaming pipelines behind most frontier models. In mid-2025 Meta took a ~49% stake valuing Scale near $29B and hired founder Alexandr Wang to lead a superintelligence effort, which prompted OpenAI, Google, and others to reduce reliance on Scale over neutrality concerns. It is a chokepoint on the human-data supply that turns raw compute into aligned capability.
Key facts
from its map entry- Meta stake
- ~49% (~$29B val)
Pick a link to move the graph there: · · · · · ·
360birth to now
Scale AI at a glance
each card opens where the number comes fromEvery angle
what this file covers, and what is nextConnections10 links
Pulled 28 Oct 2026 · AI Systems Map links
Who depends on it
5Backed by
1Partners
1Rivals
1Compare two: what Scale AI shares with another entity
Pick a second entity to see their direct links, the suppliers, backers, rivals and regulators they share, and the deals with the same parties. The graph lights the same set.
People and hiring169 open roles
Pulled 30 Oct 2026, 12:20 EDT · Greenhouse job board · data to 28 Oct 2026
Hiring now
Greenhouse job board · read 30 Oct 2026- Open roles
- 169
- on the public job board
- New in 30 days
- 25
- 15% of open roles
- Teams hiring
- 29
- as the board names them
- Fully remote
- none stated
- roles the board marks remote
What they hire for
from role titles- Sales and customers86
- Research29
- Product and engineering28
- Finance, legal, people, ops14
- Other7
- Safety, security, policy5
Biggest teams
- Human Frontier Collective17
- Public Sector Engineering15
- Public Sector13
- Enterprise Sales13
- Enterprise Engineering12
- Research11
- GPS Engineering9
- Gen AI Operations9
Where
every city a posting names- San Francisco77
- New York City63
- Washington34
- London21
- United States9
- Doha9
- United Kingdom8
- Seattle7
Find a role
169 open roles to searchEvery open role from the public job board as of 30 Oct 2026; each link opens the posting. The LinkedIn search runs the same words against the company's page there.
Latest roles
newest first- 28 Oct 2026Strategist, Bids & Business Development ↗GPS Sales · London, UK
- 28 Oct 2026Product Marketing Lead, Enterprise ↗Marketing · San Francisco, CA; New York, NY
- 28 Oct 2026Director of Partner Marketing ↗Marketing · San Francisco, CA; New York, NY
- 27 Oct 2026Global Procurement Analyst ↗CFO Team · Mexico City, MX
- 27 Oct 2026Frontier Agent Engineering Manager, Enterprise ↗Enterprise Engineering · New York, NY
- 23 Oct 2026Creative Advisor - Human Frontier Collective ↗Human Frontier Collective · United States
- 20 Oct 2026Infrastructure Software Engineer, Apps Platform ↗Applications Platform Engineering · London, UK
- 19 Oct 2026Machine Learning Research Intern (Summer 2027) ↗University · New York, NY; San Francisco, CA
Every open role on the company's public Greenhouse job board, the page it publishes for its careers site (careers ↗). Roles, not people. Themes are matched from words in role titles, so they are approximate. Roles that come off the board are tracked from 28 Oct 2026, so closed-role counts appear after a month of history.
No people in public roles recorded here yet.
Posts across platforms: not collected yet
People enter only in public roles, from filings, company pages, talks and papers. Blogs, talks, papers and executives' public posts come next, from official channels; LinkedIn and X only through licensed datasets. No scraping of personal profiles.
Data sources2 sources
| Source | Feeds | Data dated | Pulled | Pulled again | Status |
|---|---|---|---|---|---|
| Greenhouse job board ↗169 open roles | People and hiring | 28 Oct 2026 | 30 Oct 2026, 12:20 EDT | daily | fresh |
| AI Systems Map links10 links; built July 2026, deals re-checked against filings 27 to 28 Oct 2026 | Connections | · | 28 Oct 2026 | when the map is reviewed | hand-built; deals checked against filings |
Times are New York time. Free sources are pulled on the schedule shown by the pipeline runner (data/corpus/run_pipelines.py), which logs every run; paid sources run only with the owner's yes; filings and newsroom pages are re-read when a new document is filed.
Links come from the AI Systems Map ontology. Deals carry the filing's own wording and a quote, checked against the document; latest source 2026-10-26. Not investment advice.