Workforce Development in the Age of AI Is a Large, Undercapitalized Investment Opportunity

In the age of AI, the limelight typically shines on the corporate winners—chip makers, foundational model developers, and large companies adopting the technology. However, there is also an important investment story in the uneven labor market disruption AI is causing. While white-collar professions face some of the most acute displacement risks, a parallel and equally urgent shortage is emerging in skilled trades, including electricians, plumbers, HVAC technicians, and welders whose work is physical, contextual, and relatively resistant to automation. These roles are also critical for building the grid, data centers, energy projects, and water infrastructure.

Potential public and private markets opportunities span platforms, services, talent-focused enterprises, and financing solutions tied to workforce development and skilled labor businesses.

The displacement is already visible. In 2025, US employers cited AI as a factor in nearly 55,000 job cuts. More broadly, the World Economic Forum projects that technology disruption, geoeconomic fragmentation, and the energy transition could affect 22% of jobs by 2030, creating 170 million new roles while displacing 92 million. The effects are uneven: among workers ages 22 to 25 in AI-exposed occupations, employment has fallen 6% since late 2022, and employment for the youngest software developers remains roughly 20% below its late-2022 peak. Workers will need to adapt and build highly valued skill sets, both technological and cognitive, to thrive in today’s economy.

At the same time, labor shortages in skilled trades are intensifying. The United States needs roughly 500,000 construction workers and 80,000 electricians each year, along with tens of thousands of plumbers, pipefitters, and HVAC technicians. Demand is rising further as AI infrastructure, the energy transition, and climate adaptation require more physical buildout than the current labor pipeline can supply.

For investors, this creates several potential areas of opportunity across public and private markets:

• Platform and Technology Plays, including learning management systems (LMS), adaptive content platforms, enterprise LMS, and apprenticeship management software that enable enterprises implement workforce development programs
• Services and Consulting Plays, such as enterprise re-skilling programs, workforce transformation consulting, and employer-facing trades staffing and training platforms
• Talent-Forward Enterprises, including large global organizations that are approaching talent development as a mission-critical strategy to build competitive advantage
• Employee Ownership Transition Capital, like private credit financing for employee stock ownership plans (ESOPs) and employee ownership trusts (EOTs) conversions, particularly in businesses dominated by skilled labor

Retention is also a part of the scarcity story. AI innovation risks concentrated value creation at the top of the skills distribution, raising questions around who captures that value. This is not just a social issue; it is a talent strategy question. Employee ownership—through structures such as ESOPs, EOTs, and worker cooperatives—is emerging as a powerful and underutilized innovation for retaining skilled workers across both digital and trades pathways.

There is a small but growing number of private equity and credit strategies dedicated to employee ownership that investors should lean into. Some companies transitioning to employee-owned offer lower-middle-market exposure through often inflation-resilient, real-economy businesses, while aligning tax-advantaged financial returns with worker wealth creation. ESOP companies also tend to pay higher wages, offer more retirement benefits, and show stronger engagement and retention than comparable non-ESOP companies. The same “silver tsunami” of retiring business owners creating the employee ownership investment opportunity is concentrated in construction, electrical, plumbing, and HVAC contracting, which are industries where skilled small- and mid-sized contractors dominate, the businesses are often profitable and growing, and the transition-capital gap is acute.