What the public venture hiring market can and cannot tell you

Public job boards are evidence of active, advertised hiring. They are not a complete census of every conversation, replacement search, referral, or role a firm may be considering.

What the board can tell you

A source-checked board can show which firms have published roles, where those roles are located, what functions are named, and which application destination the employer currently controls. Those are useful facts because they are inspectable.

What it cannot tell you

It cannot prove that a firm has no unadvertised need. It cannot tell you whether a warm introduction will help, how quickly a team will hire, or whether a broad title means the same thing at two firms. Missing compensation or seniority means the source did not disclose it, not that the role has no level or salary.

How to use the evidence

Use the board to identify real openings and patterns. Then read the employer description, research the team, and decide whether your evidence of fit is specific enough to justify an application or a careful direct approach.