How to read hiring signals across your target market

Why advertised vacancies are worth tracking

A vacancy advert is the moment a company makes a hiring intention public. It appears before the appointment is made and often before the team has decided how the work will be divided. For a recruitment team, that interval is the valuable part: the firm is actively spending on recruitment and is usually open to a conversation about how the search is going.

One company on one day tells you very little. Movement is what carries weight — a role that was not there last week, the same advert appearing again a month later, or a group of similar roles opening in one function at once. Read over time, those changes are what turn a long list of adverts into something closer to intelligence about a market.

What to watch for

• Roles appearing in a function where the company has not advertised before — often the first visible sign of a team being built out.
• Several similar adverts opening within a short window, which may indicate a team expanding rather than a single replacement.
• The same role advertised again after a gap, which can suggest an earlier search did not conclude as the company hoped.
• Leadership and specialist roles appearing alongside junior ones, which often points to a change of direction rather than routine backfill.
• A shift in the locations or levels a company advertises at, which may indicate a new market, office or approach to remote working.
• Adverts disappearing from a careers page, which shows the vacancy is no longer public — not that anyone has started.

Reading the signs honestly

Hiring data describes what a company published, not what it did. An advert is an intention; a removal is the end of an advert. Keeping that distinction clear is what separates a useful briefing from a confident guess.

• Advertised demand is not the same as headcount growth, and a busy careers page does not prove a team is expanding.
• A removed advert does not prove someone was hired, and a re-advertised role does not prove a placement failed.
• The date a vacancy was first recorded is when a search found it, not the employer’s posting date.
• Coverage is not guaranteed to be complete. A careers page that cannot be read is reported as blocked or unreachable, never as a company with no openings.
• Reading a trend needs history. A single search shows a snapshot; the pattern only appears once a company has been watched for a while.

Turning signals into a conversation

A signal is only worth something if it changes what your team does next. In practice that means a short, specific opener: a function where the company keeps advertising, a role that has been open longer than the market norm, or a location they have only recently started hiring in. Approaching a prospective client with an observation about their own hiring is a different conversation from a generic introduction.

The same reading works in the other direction for candidate-led work. Knowing which companies are actively advertising a given specialism helps you place people who are considering a move, and helps you describe the market credibly when you do.