Signal · Hiring
Hiring signals for sales prospecting: reading job ads.
A job ad is a company writing down, in public, what problem it has and how much it is willing to spend on it. Few signals are as honest, or as easy to find.
On this page 8 sections
- A job ad means the pain is big enough to spend headcount on.
- Read the ad for three things: role, volume and wording.
- Where to find hiring signals.
- Hiring signals decay slowly, then all at once.
- Find the right person: usually the hiring manager, not the recruiter.
- You can mention the job ad. Make it about the problem behind it.
- The common mistakes.
- Combine hiring with person-level signals.
The short answer
Hiring signals in sales prospecting are open job ads at a target company for roles connected to the problem you solve, such as SDRs for a sales tool or a first data engineer for a data product. They are a medium-strength, account-level signal that stays live while the job is open. Because job ads are public, you can reference them directly.
A job ad means the pain is big enough to spend headcount on.
Hiring is the most expensive way to solve a problem. When a company posts three SDR roles, it is telling you outbound matters, it is not working well enough with the current team, and there is budget behind it. When it posts its first RevOps role, the reporting is a mess and someone senior has noticed.
The weakness is that a job ad is about a company, not a person. Nobody at that company has shown interest in you. That is why hiring ranks medium on the signals table, and why it works best stacked with something person-level.
Read the ad for three things: role, volume and wording.
| What to look for | Example | What it tells you |
|---|---|---|
| The role exists at all | First "Head of Partnerships" | A new motion is starting; nothing is set up yet |
| Volume | Five SDR openings at once | Scaling fast; ramp and tooling become a problem |
| Reposts | Same role reposted after 60 days | They cannot fill it; an alternative to hiring may land |
| Tools named in the ad | "Experience with [a tool in your category]" | What they run today, and what you replace or sit next to |
| Responsibilities | "Build our outbound process from scratch" | The exact problem, in their words |
The wording is the gold. A responsibility line like "own the prospecting list and personalize every first touch" is the company describing your product's job back to you.
Where to find hiring signals.
- LinkedIn Jobs, free. Search by title and filter by company size and region. Save the searches so new ads show up.
- Company careers pages. Often more complete than job boards. Worth checking for your top accounts.
- Sales Navigator. Shows account growth and headcount changes by department, which helps you spot teams that are scaling.
- Job-ad monitoring tools. A category of software that watches job boards for the titles and keywords you choose and feeds new matches to you daily.
- Google Alerts. Crude, but free, for a short list of named accounts.
Hiring signals decay slowly, then all at once.
The table says hiring stays live "while the job is open", and that is the real clock. In practice:
- First week of the ad: good, but the team is busy interviewing. Fine to reach out.
- Ad open for a month or more, or reposted: often the best moment. Hiring is going slowly and the problem is still unsolved.
- Ad closed: the person is starting. Switch to the job change playbook and reach the new hire, or their manager, a few weeks in.
Find the right person: usually the hiring manager, not the recruiter.
Check the company fits.
Industry, size, region. A hiring spree at a company you cannot sell to is still noise.
Find who the role reports to.
The ad often says. If it does not, it is usually the leader of that function.
Skip the recruiter.
They are measured on filling the role, not on solving the problem behind it.
Look for a person-level signal.
Has the hiring manager posted about the hire, viewed your profile, or engaged with a post on the topic? That person goes to the top.
You can mention the job ad. Make it about the problem behind it.
A job ad is public and about the prospect, so naming it is natural. The mistake is implying they should hire you instead, which insults the plan they already made.
Don't
It dismisses his plan and treats people as a cost to cut. He will not reply, and his new SDRs might read it.
Do
It reads the ad properly, picks out a real problem, and asks a question only he can answer.
The common mistakes.
- Treating every job ad as a signal. Only roles tied to your problem count. A company hiring accountants is not a lead for a sales tool.
- Messaging the recruiter. Wrong person, wrong incentive.
- Pitching replacement. "Hire us instead" rarely lands. "Make the hire work faster" often does.
- Ignoring reposts. A role that will not fill is a stronger signal than a new one.
Combine hiring with person-level signals.
- Hiring + the hiring manager engaged with your post: the problem is on their desk this week.
- Hiring + new leader in that function: they are building their team and their stack at once.
- Hiring + recent funding: the plan is funded and the clock is running.
Who should I contact when a company is hiring?
The person the role reports to, usually the head of that function. Not the recruiter.
Is it OK to mention the job posting in a sales message?
Yes. Job ads are public and about the company. Use what the ad says to ask about the problem behind the hire.
How long does a hiring signal last?
As long as the job is open, and often longest when a role is reposted. Once it is filled, switch to the new hire as a job change signal.
Next: funding round signals, or how fast every signal expires.
