scoot
The back channel into human data

The operators behind the data that teaches frontier AI.

scoot introduces high-level operators directly to hiring managers at the human-data companies scaling model training pipelines for Anthropic, OpenAI, Google DeepMind, and many more.

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We review every profile by hand, so you can expect to hear from one of our partners soon if there's a fit..
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Glossary
SPL / noun, ops

Strategic Project Lead.1 Owns the full lifecycle of a data program for an AI lab: the spec, the staffing, the timeline, the quality bar, and the client relationship. Accountable for whether the delivered data actually improves the model. The role that sits between a lab's research question and the expert labor it takes to answer it.

1. Also known as: Program Lead, Delivery Lead, Ops Lead, Solutions Lead, Engagement Lead.
Our simple value prop

Drop your info.

That's it. We'll review your profile, compare it against industry JDs, and reach out if there's a fit.

One quick chat.

One of our partners will bring you up to speed on the industry, calibrate fit, and prep you for interviews.

Direct intros.

Warm intros directly to hiring managers at all the top companies in the space.

Who it's for

Operators with agency.

  • 01 A top performer from banking, consulting, or startups ready for your next arc.
  • 02 You've owned pieces of complex projects under real stakes.
  • 03 No AI background required. Learning agility > current domain expertise.

Companies we place into.

  • A Frontier-data vendors building specialized training datasets.
  • B Post-training startups hiring their first 10 ops leads.
  • C Agent gym startups building out their ops layers.
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