Vision hiring is benchmark-driven, and benchmarks are public. The person atop the leaderboard your team tracks may be un-hirable through your ATS — and straightforward to engage through an agent-based O-1.
On the author lines of the papers your team implements, working from labs and companies outside the U.S.
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.
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. Perception talent shortage is acute in robotics, automotive and defense-adjacent work — the profiles exist; the pipeline filter is the obstacle.
The fastest way to see whether this pool holds your next computer vision engineer: paste the listing. A person replies with matches, or with an honest "no match yet."
