Through the Texas Flywheel initiative, employers, educators, and workforce leaders are aligning around emerging digital infrastructure jobs — clarifying skills, supporting the design of training programs, and connecting Texans to new career opportunities.
Workforce professionals in Texas face a practical mystery: How to support the rapid growth of data centers?
These facilities enable the world to store, connect, and stream the oceans of information we interact with every day. Yet the talent pools for these businesses can feel surprisingly shallow, because translating generation-defining technology into clear pathways is not always straightforward.
Most roles needed in data centers are not desk jobs, but skilled labor roles that blend mechanical, electrical, and digital systems. Meanwhile, employers building and operating these facilities are defining their workforce needs in real time, often faster than regional training systems can interpret them.
The Texas Flywheel initiative exists to close that interpretation gap — aligning employers, educators, and workforce leaders so that emerging roles can be translated into training pathways that Texans can see, access, and pursue.
The Lab’s early signals from the Texas Flywheel
Over the past year, the Texas Flywheel has begun to surface early signals of what coordinated effort around this sector can produce.
One of the first steps has been clarifying the roles themselves. Through labor market analysis and employer validation, the Lab developed detailed skill profiles for priority data center roles across electrical, mechanical, and facilities functions. These profiles help translate emerging job titles into clearer expectations for training programs and career seekers. Reach out to us to learn more about these job profiles.
At the same time, regional partners have begun organizing around the opportunity. Here, the Lab’s contributions include two interdependent working groups that met bi-monthly — one focused on employer demand and hiring challenges, the other focused on education and training capacity. Together, these groups help surface where talent pipelines break down and where solutions may be possible.
One benefit from the initiative so far is a more visible ecosystem. SkillUp Coalition, another Flywheel partner, made it possible to browse local training programs, career opportunities, and talent pipelines in West Texas. For added visibility, the Lab made an informal resource; a regional map of employers and training providers to help partners see where activity already exists and where new connections may be needed. (Are you part of the ecosystem? Reach out to our team to be put on the map as either an employer, training provider, or workforce resource for the data center industry.)
Momentum has also begun to reach opportunity seekers directly. The Lab recently partnered with local employers and workforce organizations to host a virtual career fair, held in January 2026, which connected more than 150 participants with 28 organizations, generating 184 meetings and over 600 shared resumes. Employers included JLL, Google Datacenters, IREN, Core Scientific, Soluna and many others. For many attendees, it offered their first look at the range of roles connected to the digital infrastructure economy. In addition, non-degree careers and training opportunities are curated through a partnership with SkillUp.
Meanwhile, Tarrant County College received a subgrant from the Texas Flywheel team at the Lab to build micro-pathways for data center adjacent technical programs — such as mechatronics and vacuum technology — can contribute to the workforce needs of the digital economy. These programs prepare learners for the kinds of facility, maintenance, and technical roles that support data center operations.
None of these efforts alone solves the puzzle described earlier. But together they begin to illustrate what becomes possible when signals from industry, training providers, and regional partners start to align.
Become a Flywheel partner with us in 2026
The Flywheel continues to turn this year with more cross-system connections, employer support, and training-to-industry alignment. We invite you to engage with us. If you are interested in any of the activities below, please reach out, and/or book a 30-minute meeting to learn more to learn more so we can support your efforts. Email: TXDigitalEconomy@eddesignlab.org.
Flywheel Working Groups: Employers and training providers meet regularly to interpret hiring signals, clarify skill needs, and explore how regional programs intersect with digital infrastructure roles.
Employer Talent Pipeline Diagnostic: Employers examine how talent currently enters data center roles and identify where hiring pipelines slow down or break.
Program-to-Skill Alignment Workshops: Educators and training providers examine how existing programs in electrical, mechanical, automation, and related fields align with emerging digital infrastructure careers.
Workforce Response Forum: Employers, educators, and workforce leaders compare regional workforce challenges and identify opportunities for collaboration and/or program alignment.
Other work throughout the year includes developing workforce resources, elevating regional partners and their opportunities, and supporting workforce events connected to digital infrastructure careers. If you are hosting or planning an event in this space, we welcome the opportunity to collaborate.
This blog post was written by Matthew Aranda, an education designer at Education Design Lab.
