Hire the Builder: How to Hire a Sales Leader for a Company Serving AI Data Centers
Industry Trends
Cheryl Anderson
President
To hire a sales leader for a company serving AI data centers, find the person who built revenue in a market like yours. After close to three decades in executive search, I keep one question at the center of every search: did they build it, or did they inherit it?
What does AI data center growth do to leadership hiring?
AI data center growth raises the stakes on every leadership seat and creates strong demand for sales leaders who can build revenue at the companies that serve this market. Gallagher reported on July 27, 2026 that US data center job postings are up 64% from three years ago, and that campuses that needed about 750 workers now need 4,000 to 5,000 at peak construction. Those figures describe trade and technical labor, and they show how large this market has grown.
From my seat, I see strong demand for VPs of Sales, CROs, Presidents, and Operations Leaders at construction, skilled trades staffing, and technology companies that serve data centers. These roles are hard to fill because they combine revenue generation, operational expertise, and the ability to scale a business. The leaders with proven track records tend to be well compensated and are not looking for a new role.
Why does data center experience fall short?
One of the biggest mistakes companies make is to assume that data center experience makes someone the right sales leader. The company is hiring someone to build a business in a fast-moving market, and measurable sales accomplishments win that job. A résumé can hide whether a candidate built a business or inherited one. Managing $50 million in revenue differs from building a business to $50 million, and companies get caught up in impressive titles, big company names, and industry relationships without digging into what the candidate accomplished.
What does a builder look like?
A builder has grown revenue by scaling a business. An established book of business does not count. I dig into whether the candidate built revenue, opened new markets, and landed major accounts.
A builder has a hunting mentality. That means opening doors, negotiating complex deals, and winning major accounts. A builder has led sales teams across multiple markets and has relationships with hyperscalers, general contractors, engineering firms, and infrastructure providers. A builder understands the staffing or services delivery model, including margins, fulfillment, scalability, and profitability.
I look at how the candidate worked: their ability to adapt, and their willingness to roll up their sleeves with little infrastructure or support. In this market I want hunters and builders. If the company is in aggressive growth mode, I want a leader who can sell.
The title depends on scope. It could be VP of Sales, SVP of Business Development, Chief Revenue Officer (CRO), or President.
Does what the company sells change the hire?
It does. Start with what the company sells into the AI data center market. Skilled trades staffing, technical talent, installation services, infrastructure solutions, and ongoing managed services each call for a different sales leader. A great staffing sales leader may not qualify to sell complex data center services, and the reverse holds true. Matching the sales experience to the revenue model is critical.
Next, I ask where the company stands. Is it a $20 million company that wants to reach $100 million? Does it have relationships with Microsoft, Amazon, Meta, or Google? Does it need someone to open doors, expand existing accounts, build a national sales team, or all three?
Anderson Recruiting Consultants (ARC) runs executive search for staffing firms, including searches for senior sales leaders. ARC uses true headhunting to reach leaders who are not looking for a new job.
Where do growth-stage companies go wrong?
They hire for the business they have today. The company needs a leader for the business it wants in the next 18 to 24 months. They hire a strategist when they need a hunter and a builder. ARC covers a related pattern in what hiring managers get wrong when they try to hire a recruiter themselves.
My advice is simple. Hire the person who has demonstrated they can build what you are trying to build.
Let's Make the Right Introduction
If your company serves AI data centers and needs a sales leader, I want to hear about your search.
Written by Cheryl Anderson,
President
Cheryl Anderson is the President and founder of Anderson Recruiting Consultants (ARC), an Atlanta executive recruiting firm specializing in senior-level placements across sales, recruiting, and operations. She founded ARC in 2006 after nearly a decade in the talent industry and has since personally placed over 2,000 professionals, including Equity Partners, Division Directors, and high-performing individual contributors.
She has earned a reputation as a trusted advisor and 'The Recruiter's Recruiter.' Her approach prioritizes understanding a company's culture and a candidate's long-term goals over high-volume transactional hiring. A University of Tennessee graduate and Atlanta native, Cheryl leads ARC alongside her husband and VP of Operations, Walter Anderson.
She writes on executive recruiting strategy, talent market trends, and what separates a good hire from the right one.
cheryl@andersonrecruiting.com
404-376-7042
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