PHYSICAL AI PULSE · 7 DAYS
What was newly observed across Physical AI hiring in the last 7 days?
Job seekers can see where roles and skills are opening; hiring teams can see where talent-demand signals are concentrating across companies and markets. Everything is tied to current OPEN jobs and Banseog first-observed time.
As of Sep 22, 08:56 PM
COMPANY ACTIVITY · 7D
Companies with the most newly observed jobs
ROLE FLOW · 7D
Newly observed role flow
SKILL FLOW · 7D
Newly observed skill flow
MARKET FLOW · 7D
Where were new OPEN jobs observed?
RECENTLY OBSERVED
Recently observed OPEN jobs
CONFIRMED CLOSED · 7D
Jobs with explicit closure evidence
Zero does not mean the market is not cooling. It means zero CLOSED records met the public evidence rule.
METHODHow to read Pulse+
Current inventoryOnly current OPEN Physical AI jobs attached to active VERIFIED official Career Sources are used.
Newly observedEvent flow based on Banseog first_seen_at after the company baseline. It may differ from the employer posting date.
Confirmed closedA job is shown as closed only when status=CLOSED and closed_at are persisted. Simple non-observation is never closure.
Historical deltaGrowth, acceleration, cooling and net-change claims remain unavailable until a complete historical OPEN-stock snapshot exists.
NOT_OBSERVEDNot observed is never treated as evidence of absence.