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Role guide

Hire data scientists the lottery can't touch

The data scientists who clear an O-1 bar are not dashboard-builders — they are the ones whose methods other teams adopt. That is a different shelf of the market than a job board shows you.

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Why you haven't seen these candidates

Analytics leads in markets where the U.S. cap math never worked for them, and specialists whose employers could not run a lottery-timed process.

What an O-1 evidence record looks like for a data scientist

The O-1 standard is extraordinary ability, evidenced by things a hiring manager can actually read:

Candidates on O1DMatch arrive with profiles, evidence summaries and O-1 readiness indicators — the record is organized before you ever see the person.

What engaging one asks of you

Timing: this year's H-1B cap closed on July 17, 2026 and the next registration window is approximately March 2027. The O-1 files year-round, and premium processing returns a decision in 15 calendar days. Teams buying senior analytical judgment — not headcount — get the most from this pool.

Check a real role

The fastest way to see whether this pool holds your next data scientist: paste the listing. A person replies with matches, or with an honest "no match yet."