Hiring signal

A company controls its marketing site, its press coverage and its social presence. A job posting is different: it is written by the team that will do the work, approved by someone who had to find the money, and specific because it has to attract the right applicants. It is a budget decision published in plain language.

The lag is short, too. A posting typically appears weeks after the headcount is approved and weeks before the person starts, which is the window in which tooling decisions are still open. By the time the hire shows up in a company directory, the interesting decisions have usually been made.

Three things in a posting carry most of the information:

• The named tools. A stack listed in the requirements tells you what the team already runs, which is the difference between a replacement conversation and a greenfield one.
• The seniority. A first senior hire in a function means the function is being built; a fifth means it is being scaled, and those are different pitches.
• The volume and shape. Three roles across engineering and one in finance is a growth pattern. Twelve roles in support is a different one.

The number worth watching is the rate of change, not the total. A hundred-person company that opened six roles this month is in motion; a thousand-person company that opened the same six is not. Velocity is also what separates a company that is genuinely expanding from one backfilling attrition — the second posts the same roles repeatedly.

The obvious caveat: a posting proves a plan, not a purchase. It earns the first email, and nothing more. Treat it as the reason for the conversation rather than as a qualification, and it stops producing the confidently wrong outreach that gives the whole technique a bad name.

SalesShift collects hiring signals from public postings into a shared pool with the source link attached, so the claim in your first line is one click from the page it came from. Signals can be filtered by type and score, saved, and pushed to a lead when one is worth working.