The Hiring-Based Campaign Playbook

Job postings are committed budget. Not "we are thinking about it." Not "we plan to invest next quarter."

They have approved headcount, allocated salary, and are actively searching. That is real money moving in a specific direction.

When a company posts a VP of Marketing role, they are committing $150,000 to $250,000 in annual salary plus benefits.

That tells you: marketing is a priority, budget exists, and decisions are being made. If you sell marketing services or tools, that company just raised their hand.

The signal is also public. Job postings are not confidential data.

Companies voluntarily publish them to attract candidates. You are not doing anything creepy by reading a job posting and drawing conclusions from it.

Hiring signal campaigns produce 2x to 3x the reply rate of standard cold outbound because the timing is right and the relevance is obvious. The company is investing in the exact area where you provide value.

Different job postings signal different buying needs. Map the role to the buying signal before building your campaign.

Sales and Revenue

• Hiring VP Sales or CRO: Sales leadership investment. Signals need for sales tools, pipeline generation, CRM, and outbound infrastructure.
• Hiring SDRs or BDRs: Outbound is scaling. They need email infrastructure, lead lists, data enrichment, and training. This is one of the strongest signals for outbound service providers.
• Hiring AEs: Pipeline exists but closing capacity is limited. They need more meetings, not more leads. Relevant for services that improve meeting quality or conversion.

Marketing

• Hiring CMO or VP Marketing: Marketing strategy overhaul incoming. Budget for agencies, tools, and campaigns.
• Hiring demand gen or growth roles: Paid acquisition and pipeline generation are priorities. They need channels, tools, and potentially agency support.
• Hiring content marketers: Content is becoming a priority. Relevant for content agencies, SEO tools, and distribution platforms.

Technical

• Hiring DevOps or SRE: Infrastructure investment. Cloud services, monitoring tools, and security products are relevant.
• Hiring data engineers: Data infrastructure buildout. Relevant for data tools, warehouse providers, and analytics platforms.

The key insight: the role they are hiring for tells you where budget is flowing. Map your service to that budget flow and the outreach writes itself.

Four sources cover the majority of B2B job postings. Use all of them for comprehensive coverage.

LinkedIn

The default source for B2B hiring signals. Sales Navigator lets you filter by company size, industry, and job posting date.

Set up saved searches for your target roles at ICP companies. Check daily.

Indeed and Glassdoor

Broader coverage than LinkedIn, especially for mid market and SMB companies. Many companies post on Indeed but not LinkedIn.

The job descriptions here tend to be more detailed, giving you more context for personalization.

Greenhouse, Lever, and ATS Career Pages

Company career pages powered by these ATS platforms publish structured job data. Scraping career pages directly gives you the earliest signal because companies often post to their own site before distributing to job boards.

Clay Enrichment

Clay pulls hiring signals from multiple sources and lets you filter by role, company attributes, and posting date.

Use Clay as the enrichment and routing layer. Pull signals from the sources above, enrich in Clay, filter to ICP, and route to your sequence.

Setup: 1 to 2 weeks to configure monitoring across all sources. Ongoing: 30 minutes per week to review new signals and maintain filter quality.

Hiring signal outreach connects your service to their hiring need. You are not saying "I see you are hiring." You are saying "the problem you are hiring to solve has a faster path."

The Formula

"I noticed [company] is building out [function based on hiring signal]. Most companies at your stage find that [challenge related to your service] slows down the ramp. We help [type of company] [specific outcome] so [benefit that connects to the hire]."

Example: SDR Hiring Signal

"I saw you are hiring 3 SDRs. Ramping new SDRs takes 3 to 6 months before they are booking consistently. We build outbound infrastructure that generates meetings from day one, so your new SDRs walk into a warm pipeline instead of starting from zero."

Example: VP Marketing Hiring Signal

"Saw the VP Marketing posting. The first 90 days for a new marketing leader are brutal: audit everything, build a strategy, prove ROI fast. We handle outbound pipeline generation so your new VP can focus on brand and demand gen instead of cold outreach."

What Not to Do

Do not position yourself as a replacement for the hire. "You do not need to hire an SDR, just use us" is adversarial.

Position yourself as an accelerant. You make the hire more effective, not unnecessary.

Hiring signal campaigns produce moderate to high volume with above average conversion. Plan for 200 to 400 qualified contacts per quarter.

Expected Performance

• Positive reply rate: 8% to 14%. Higher than standard cold outbound because the signal proves active investment in your category.
• Meeting booking rate: 2x to 3x standard cold campaigns.
• List freshness: New signals every week. Unlike static lists, hiring data refreshes constantly.

When Hiring Signals Do Not Work

• Horizontal or commodity services. If you sell something every company uses (office supplies, generic consulting), hiring signals are too noisy. Everyone is always hiring something. The signal loses its specificity.
• Extremely niche markets. If your ICP only has 500 companies total, the subset that is hiring relevant roles in any given quarter is tiny. Volume will not sustain a dedicated campaign.
• Your service has no connection to the hire. If you cannot draw a clear line between the role they are hiring and the problem you solve, the outreach will feel forced. Do not stretch the connection.

Hiring signals are one of the most reliable and sustainable campaign types. The data refreshes weekly, the signal is clear, and the outreach angle writes itself.

Most companies should have this running alongside other campaign types.