From Bitcoin mining to AI: What the infrastructure shift means for data center talent

The appetite for AI is creating new opportunities in an industry that already operates energy-intensive computing infrastructure at scale: Bitcoin mining. 

A number of major Bitcoin mining businesses are expanding into AI and high-performance computing (HPC), using their existing access to power, land and large-scale infrastructure to meet growing demand for computing capacity.

As recently reported by BBC News, companies including TeraWulf, Core Scientific, IREN, Bitdeer, Riot Platforms and Hut 8 are among those directing investment and infrastructure towards AI. Riot Platforms recently signed a reported $9bn, 20-year compute agreement with Anthropic, while Bitdeer has announced a 16-year agreement to provide compute capacity for the AI company.

The trend points to an increasingly important relationship between energy infrastructure, data centers and AI. It could also have significant implications for the professionals required to develop and operate the next generation of computing infrastructure.

Why Bitcoin infrastructure is attracting AI investment 

Bitcoin mining and AI have different computing requirements, but they share one significant challenge: access to substantial amounts of power.

Bitcoin mining businesses have spent years identifying locations where large amounts of electricity are available and developing the infrastructure required to operate extensive computing facilities. That experience can put established operators in a strong position as AI companies search for additional capacity.

The scale of that demand is significant. The International Energy Agency (IEA) projects that electricity consumption from data centers globally will more than double to around 945 TWh by 2030, with AI the most important driver of that growth. The IEA also expects electricity consumption from accelerated servers, which are primarily associated with AI, to grow by around 30% annually in its base case.

Capacity requirements are rising alongside electricity consumption, with McKinsey estimating that global data center demand could grow from around 82GW in 2025 to approximately 220GW by 2030, with AI accounting for most of that capacity by the end of the decade.

Against that backdrop, existing sites with significant power connections have clear strategic value. However, converting a Bitcoin mining facility for AI or HPC workloads can still require substantial investment and changes to cooling, power distribution and other infrastructure. 

This also does not necessarily mean choosing one market over the other, as some operators intend to pursue a dual-purpose model, combining flexible Bitcoin mining operations with longer-duration AI workloads.

A different commercial model for infrastructure operators 

Long-term AI and HPC agreements can also give infrastructure operators greater visibility over future revenues.

Bitcoin mining economics are influenced by several factors, including cryptocurrency prices and mining rewards. Long-term data center agreements can introduce another revenue model, with contracted income extending over many years.

Alex Hayes, Executive Director - Critical Infrastructure at LVI Associates comments:

Converting computing capacity creates a people challenge

The power requirements for AI data centers are changing how facilities are designed and developed. They require increasingly sophisticated cooling and power infrastructure to accommodate higher-density computing, meaning growing demand for AI capacity has implications beyond technology companies themselves, reaching engineering, construction, utilities and the wider energy market. And while a data center can become operational within two to three years, according to the IEA, the energy infrastructure needed to support it can take considerably longer to plan and build.

As more companies plan to develop capacity, competition for professionals who understand these interconnected requirements will only intensify. This makes earlier workforce planning increasingly important, helping businesses assemble the specialist teams they need to bring new capacity online faster.

Building the teams behind data center growth

Ultimately, access to power and suitable sites will continue to shape investment decisions, but access to experienced people will always matter too.

Whether you are expanding an existing data center operation, developing new AI infrastructure or planning your next phase of growth, LVI Associates can help you recruit the specialist professionals required to deliver your projects.

For professionals, continued investment across data centers and AI infrastructure is also creating opportunities to apply your specialist skills to some of the sector’s most significant projects.

Looking to build your data center team or take the next step in your career? 

Contact LVI Associates to discuss your hiring needs or explore our latest data center opportunities.