Scale AI (incl. Remotasks, Outlier)
Data vendor, HQ United States, founded 2016. Built a Physical AI Data Engine (data factories, at-home egocentric collectors, teleoperated robots) and partnered with Universal Robots in March 2026; Remotasks long did lidar labeling, including in Kenya before it cut off Kenya, Nigeria and Pakistan in March 2024. Meta took a 49% stake in June 2025 and CEO Alexandr Wang left for Meta, replaced by Jason Droege.
Open in the directory →Data it collects
TeleoperationEgocentric video3D annotation
Workers in
Known buyers
CobotGeneralist AIMetaMicrosoftOpenAIPhysical IntelligenceWaymo
Scale
- more than 100,000 hours of egocentric footage (2026-04-01)
- More than 100,000 production hours completed at its San Francisco prototyping lab (2025-09-24)
- More than 150,000 hours of physical AI data delivered and 10 new robotics customers in 2025 (2026-01-22)
- MIT Technology Review: Scale announced it had gathered more than 100,000 hours of robotics data (2026-04-01)
Pay
- Remotasks taskers in the Philippines 'often earn far below the minimum wage' (Washington Post, Aug 2023). No published pay figure found for Scale's robotics data collectors.
- $0.68 to $0.85/h Remotasks annotators, Cagayan de Oro equaltimes.
org ↗ Secondary
Events
- 2026-10 Scale AI sells physical AI demonstration data scale.
com ↗ Secondary - 2026-08-04 Scale AI agrees $12.5M misclassification settlement kingsiegel.
com ↗ Secondary - 2025-07-16 Scale AI cuts 14% of staff and 500 contractors storyboard18.
com ↗ Secondary - 2025-06-12 Meta takes 49% of Scale AI; Google plans exit techcrunch.
com ↗ Major outlet - 2025-04-24 Filipino self-driving annotators report halved pay equaltimes.
org ↗ Secondary - 2024-12-10 McKinney class action against Scale AI sfexaminer.
com ↗ Major outlet - 2024-05-22 97 Kenyan AI workers write to President Biden foxglove.
org. Major outletuk ↗ - 2024-03-28 Remotasks halts new sign-ups in Thailand, Vietnam and Poland restofworld.
org ↗ Major outlet - 2024-03-07 Remotasks exits Kenya, Nigeria and Pakistan restofworld.
org ↗ Major outlet - 2023-08-30 Washington Post: Remotasks digital sweatshops in the Philippines stripes.
com ↗ Major outlet - 2022-04-20 MIT Tech Review: How the AI industry profits from catastrophe technologyreview.
com ↗ Major outlet
Sources
Scale AI outsources data labeling through its subsidiaries, Remotasks, which focuses on computer vision and autonomous vehicles
wikipedia.org ↗ Secondary 2026-10-05Founded in 2016 by young college dropouts and backed by some $600 million in venture capital
stripes.com ↗ Major outlet 2023-08-28Scale's Data Engine for Physical AI is a comprehensive data collection and annotation solution
scale.com ↗ Company claim 2025-09-24More than 100,000 production hours completed at our prototyping laboratory in San Francisco
scale.com ↗ Company claim 2025-09-24delivering more than 150,000 hours of data and onboarding 10 new robotics customers
scale.com ↗ Company claim 2026-01-22Tele-operated demonstrations from industry-leading robots
scale.com ↗ Company claim 2026-10-05Robotless egocentric platform designed for distributed dextrous collection
scale.com ↗ Company claim 2026-10-05At-home collection with globally-distributed collectors
scale.com ↗ Company claim 2026-10-05Since 2017, thousands of Filipinos are estimated to have been involved in training the algorithms for the driverless taxis
equaltimes.org ↗ Secondary 2025-04-24Remotasks has shut down entirely in Kenya, Nigeria, and Pakistan over the last month
restofworld.org ↗ Major outlet 2024-03-28
Every row links to its source, and hovering a link shows the quote it rests on. Research compiled 2026-10-05. Method