Legal Hiring Trends Emerging From AI Infrastructure Growth
By Lauren Wells, Consultant at Rutherford Search
As AI continues to evolve within the digital infrastructure market, demand for lawyers with experience across hyperscale leasing, energy infrastructure, data center development, and complex construction projects is increasing rapidly. | ![]() |
We are seeing a large amount of demand for lawyers who have experience handling:
hyperscale leasing
powered land acquisitions
data center development transactions
campus-scale expansion projects
fiber and infrastructure agreements
One of the biggest challenges tied to AI infrastructure growth is power availability and cooling capacity. As a result, demand for energy lawyers has grown substantially, particularly lawyers with experience across power procurement, utility negotiations, renewable energy agreements, grid access, and broader infrastructure development matters.
Construction and project development lawyers are also seeing increased demand as data center buildouts continue accelerating across major US markets. Zoning, permitting, environmental approvals, construction agreements, and broader infrastructure-related development work are all becoming increasingly active areas.
What is particularly interesting from a hiring perspective is that companies are no longer looking at these issues in silos. The market is becoming far more interconnected across technology, infrastructure, energy, construction, and real estate, and clients are increasingly looking for lawyers who understand how those pieces fit together commercially.
AI infrastructure is creating an entirely new layer of legal demand across the market and it is only continuing to grow as data center expansion accelerates globally.
How Rutherford Can Help
Rutherford has been specialising in digital infrastructure, legal and compliance recruitment across financial and professional services for over a decade. As AI infrastructure investment accelerates globally, we are working closely with data center operators, infrastructure funds, hyper-scalers, and high-growth technology businesses to support hiring across legal, infrastructure, energy, and construction functions.
Whether you are a lawyer exploring opportunities within AI infrastructure, data center development, or energy projects, or a business looking to secure specialist legal talent, our team offers deep market insight and access to a strong international network across the in-house legal market.


