How Oracle's AI Data Centres Creates Jobs for Local Workers

AI has been at the centre of jobs debate, where the technology has brought on massive restructuring with a wave of job losses. 

On the contrary, the demand for AI infrastructure and the development of hyperscale facilities is increasingly tied to local employment and workforce development strategies that extend far beyond traditional technology recruitment.

Josh Pitcock, Senior Vice President of Government Affairs at Oracle, argues that modern AI data centres represent complex technology campuses requiring skilled workers across construction, operations and support services.

His perspective challenges common assumptions about automation displacing human workers in AI infrastructure.

"When people picture an AI data centre, they often imagine a building filled with machines and ask, 'Do people really work there?'" Josh says.

"It's a fair question. The answer is yes. And it's a lot of people. Thousands during the construction phase and typically more than a thousand per site as operations begin, grow and evolve over time."

Oracle is among the companies investing heavily in AI infrastructure across the US, with several large-scale campuses currently under development or already operational.

These facilities are designed to support the computational demands of Gen AI systems and enterprise cloud applications running on high-performance GPU clusters.

Construction phase generates thousands of roles

Large AI facilities require extensive construction work, from electrical and mechanical infrastructure to buildings capable of supporting high-density computing environments.

The scale of employment generated during this phase could challenge perceptions that AI development primarily benefits highly educated technology workers.

Josh highlights the numbers involved in his article. At Oracle's New Mexico and Wisconsin campuses, each project is expected to create around 4,000 construction jobs.

Many of these roles are expected to be filled by local union labour, suggesting that AI infrastructure investment could benefit traditional blue-collar employment sectors.

Oracle's Abilene campus in Texas has already involved more than 8,000 construction workers since building work began in March 2024.

Additional developments include a Michigan campus requiring an estimated 2,500 to 3,000 construction roles and a site in Shackelford, Texas expected to support around 5,000 jobs.

Construction activity also creates demand for local suppliers, service providers and small businesses.

Materials, logistics services and on-site support functions all contribute to economic activity in surrounding communities.

Operational workforce extends beyond technicians

Once construction ends, employment opportunities continue as facilities move into operational phases.

According to Oracle's projections, nearly 8,000 operational roles are expected across its campuses in Michigan, New Mexico, Texas and Wisconsin.

While data centre technicians are central to the workforce, Josh emphasises in his writing that they represent only one part of a much broader team required to maintain AI infrastructure.

Facilities engineers are responsible for maintaining the electrical, cooling and mechanical systems that support high-performance computing environments.

Security teams operate around the clock, while logistics specialists handle equipment deliveries, parts inventories and operational supplies.

"Modern AI data centres aren't just server warehouses," Josh says.

"They're advanced technology campuses that power enterprise cloud applications and generative AI systems running on high-performance GPU clusters."

These operations also support secondary employment in surrounding communities, including transport services, catering and local suppliers supporting day-to-day campus activities.

Training programmes create career pathways

To prepare workers for these roles, Oracle has introduced workforce development programmes designed to create pathways into AI infrastructure careers.

The company's Data Center Oracle Pathways Trainee programme provides hands-on training in active data centre environments, combining practical experience with structured learning milestones and mentorship from experienced professionals.

According to Josh's Oracle website article, the programme's first training cohort in Abilene exceeded expectations and is expanding as additional facilities come online.

The company has also focused on opportunities for military veterans and their families, recognising the relevance of experience gained in mission-critical environments.

"Veterans have real-world experience operating mission-critical systems and working in high-performance environments that align directly with the demands of data centre operations," Josh says.

Oracle has partnered with Saint Martin's University to support its 12-week Server and Cloud Application: Data Center Technician programme, providing classroom learning, lab experience and professional coaching for veterans and transitioning service members.

Beyond immediate workforce needs, Oracle is investing in education initiatives through Oracle Academy, where students at secondary schools and universities can study subjects such as cloud infrastructure, information systems and project management.

The programme aims to equip students with skills relevant to careers supporting AI infrastructure and broader technology sectors.

"AI infrastructure supports businesses, hospitals, schools and governments across the country," Josh says.

"As demand for AI and cloud services grows, so does the need for a skilled workforce to operate and sustain it."