The nuclear energy workforce and Workforce Pell

Where AI compute is being built

Fifty-three major AI data center campuses are operating, under construction, or announced across the country, alongside nine deals that pair a data center operator with nuclear power: restarts at Three Mile Island and Duane Arnold, the Amazon-Susquehanna and Meta-Clinton agreements, advanced-reactor commitments, and the newest, Crusoe and Aalo Atomics’ July 30, 2026 agreement to deploy a modular AI data center at Idaho National Laboratory in 2027, powered by a small modular reactor. Every site is sourced to a company, state, or utility announcement. All five Innovation Campus finalist states now have AI data center activity: xAI in Memphis, Meta in Tulsa, Meta’s Hyperion in Richland Parish, Louisiana, Meta’s Kuna campus under construction in Idaho, and the state-chartered Stratos project area announced in Utah’s Box Elder County, where the state development authority paused its role in July.

The first stage of a nuclear power plant build is Workforce Pell territory

For states standing up nuclear power plant infrastructure, Workforce Pell covers the build itself: 81 percent of peak-construction demand, weighted by staffing need, is in occupations the program can reach, and construction is where the headcount concentrates, roughly ten times the FTEs of the operations phase. A funded certificate is also a foot in the door, drawing people into the education pipeline who can stack toward the operations and degree-track roles that dominate later, when the reachable share falls to 55 percent.

The timelines make this a present-tense decision. Announced construction targets 2030 and eligibility screens are being set now, so a state expecting a build in a few years needs to plan the educational pipeline today, and to screen for the future it wants rather than the status quo it has: the screens in force were built from yesterday’s labor-market data, before any of these states knew it would be asked to staff a reactor campus. For long-horizon projects with known labor demand, approval can work ahead of supply: opening eligibility before programs exist gives colleges and employers a reason to connect and stand up the programs the future demand requires, and those programs qualify for Workforce Pell as they launch. The division of labor is clean: the state approves an occupation because the occupation meets state goals, colleges build programs that teach it well, and employers hire and pay the people who complete them. The phase the instrument can fund is the phase that arrives first.

Shares are demand-weighted using the taxonomy’s 34 staffing-sourced roles, medium build scenario, shared-SOC duplicate figures removed; classification bands per the methodology note below. The construction snapshot models two units in peak construction; the operations snapshot models two units in steady state and one in commissioning, so totals are not per-unit comparable. Estimate-tier roles are excluded from the weights.

In many states, employers hold formal power in Workforce Pell program approval

In 10 of the 16 published frameworks, employer sign-off is on the critical path: a training program cannot qualify without documented employer demand. For utilities, constructors, and suppliers, a handful of letters can unlock, or their absence can block, Pell-funded training pipelines. Several states also fast-track Registered Apprenticeship instruction.

Where the programs are: supply behind the full nuclear power plant staffing taxonomy

The staffing taxonomy’s 61 occupations cover the full arc of a nuclear power plant: the construction trades (welders, pipefitters, electricians, ironworkers, boilermakers), manufacturing and maintenance technicians (CNC machinists, instrumentation and control, NDT, HVAC), licensed operations (reactor operators, power plant operators), radiation protection, engineering, and plant administration. The map shades each state by how many of the 61 have any sub-baccalaureate completions reported to IPEDS (2023-24); states with none stay in the background color, and stars mark the five Innovation Campus finalist states.

No state covers all 61 occupations, because eight of them cannot be covered at all: the federal taxonomy maps no instructional program to them, so the most any state can reach is 53. The invisible eight are concrete workers and laborers, structural ironworkers, factory assembly technicians, fuel handling technicians, fuel fabrication workers, document control specialists, supply chain and warehouse staff, and general administrative staff. And training capacity alone is not enough: a state needs an occupation on its Workforce Pell eligibility screen and a program that trains it before the funding can reach a single seat.

Invisible does not mean untrained. Structural ironworkers and boilermakers come up through registered apprenticeships and union training centers; fuel handling and fuel fabrication workers are trained by employers on the job. Those channels sit outside the federal instructional-program taxonomy, and while not every state builds its eligibility screen on that taxonomy, most do: a limited instrument with heavy use, whose blind spots propagate into state eligibility decisions. The instrument’s boundary defines the policy choice. Workforce Pell reaches the college-taught share of the buildout, and a college can extend that reach by delivering a registered apprenticeship’s related instruction; the rest of the staffing table takes non-Pell funding for the apprenticeship and employer pathways, or a classification fix that rests with the federal statistical agencies rather than the states.

Among the finalists, Utah ranks 6th nationally; Oklahoma is 17th (34 of 61), Louisiana and Idaho tie for 25th (31), and Tennessee is 39th (27). Texas has a 25-occupation statewide list not yet parsed against the taxonomy; Florida approves programs rather than occupations; the remaining states shown have not published occupation lists or run program-by-program approval instead.

The five finalist states

Utah, Tennessee, Oklahoma, Louisiana, and Idaho were named finalists for federal nuclear Innovation Campuses on July 28, 2026. Each is also deciding, on a separate track, what Workforce Pell will fund. Status below is verified against each state's own documents.

The selection rewarded proposals, not installed bases. DOE ran the competition through a memorandum-of-understanding process, drew 28 applications from 26 states, and evaluated how a campus “would advance goals such as workforce development, infrastructure investment, economic diversification, or technology leadership” (DOE, July 28, 2026). The Innovation Campus program centers on the fuel cycle: fuel fabrication, enrichment, reprocessing, and final disposition of used fuel, with reactor deployment, power generation, advanced manufacturing, and co-located data centers as state options. The cohort reflects that design: Utah and Oklahoma operate no commercial reactors, Idaho’s nuclear asset is the Idaho National Laboratory rather than a power fleet, and Tennessee (Watts Bar and Sequoyah, four units) and Louisiana (Waterford and River Bend, two units) have modest operating fleets. The largest fleet states are absent from the cohort, and in the fuel-cycle segments the campuses target, no US state has commercial capacity at scale, so every applicant was proposing new capability.

Findings across the five states

Methodology note: testing a full nuclear staffing taxonomy

A full nuclear staffing taxonomy covers 78 roles across 61 SOC occupations, spanning construction, manufacturing, operations, maintenance, engineering, radiation protection, and administration. Before any coverage claim, each occupation is classified by whether Workforce Pell can reach it at all:

• ACandidates with visible supply, 21 of 61 (34 percent). A short program is the typical pathway in, and federally visible completions exist. Welders, cutters, solderers, and brazers; First-line supervisors of construction trades and extraction workers; Heating, air conditioning, and refrigeration mechanics and installers; Electricians; Engineering technologists and technicians, except drafters (all other); Life, physical, and social science technicians (all other); Electrical and electronic engineering technologists and technicians; Electrical and electronics repairers, powerhouse, substation, and relay; Industrial machinery mechanics; Carpenters; Machinists; Chemical technicians; CNC Machinist (Nuclear Components); Plumbers, pipefitters, and steamfitters; Chemical plant and system operators; Operating engineers and other construction equipment operators; Security guards; Sheet metal workers; Construction and building inspectors; Hazardous materials removal workers; Nuclear power reactor operators.
• BCandidates with thin or no visible supply, 5 (8 percent). A short program is the pathway, but under 100 completions are visible nationally. Boilermakers; Painters, construction and maintenance; Insulation workers, floor, ceiling, and wall; Power plant operators; Cement masons and concrete finishers.
• CNo instructional-program mapping, 8 (13 percent). The federal CIP taxonomy maps no program to the occupation, so no Title IV program can be classified as producing it. Administrative/Clerical Staff; Document Control Specialist; Supply Chain/Warehouse; Concrete Worker/Laborer; Ironworker (Structural); Factory Assembly Technician; Fuel Handling Technician; Fuel Fabrication Worker.
• DDegree-track, 27 (44 percent). Typical entry education is a bachelor’s degree or above. Nuclear engineers; Chemical engineers; Materials engineers; Civil engineers; Purchasing managers; Lawyers; Mechanical engineers; Health and safety engineers, except mining safety engineers and inspectors; Industrial engineers; Electrical engineers; Electronics engineers, except computer; Physicists; Environmental scientists and specialists, including health; Engineers (all other); Training and development specialists; Compliance officers; Public relations specialists; Career/technical education teachers, postsecondary; Network and computer systems administrators; Information security analysts; Business operations specialists (all other); Project management specialists; Cost estimators; Construction managers; Industrial production managers; Managers (all other); Industrial Safety Specialist.

Of the 61 occupations in the demand taxonomy, 21 are occupations Workforce Pell can plausibly reach. Four of those appear on all three machine-readable state lists held here; seven of the 61 appear on no held list. The degree-track classification describes the occupation’s credential, not the student’s path: a Workforce Pell certificate can still be a stackable first step toward a degree-track occupation, which is what the statute’s stackability requirement is designed for. But the occupation itself is not fillable by the certificate, so degree-track rows are excluded from coverage claims. Typical entry education is BLS Employment Projections Table 5.4; completions are IPEDS 2023-24 sub-baccalaureate awards; checks show membership on the published Colorado (434), North Carolina (364), and Pennsylvania (19) lists.

Weighted by demand rather than count, the picture shifts. Using the taxonomy’s 34 staffing-sourced roles (medium build scenario, shared-SOC duplicate figures removed), 81 percent of peak-construction FTE demand sits in occupations Workforce Pell can reach, 10 percent in the thin trades, and 9 percent in taxonomy-invisible occupations; at steady-state operations the reachable share is 55 percent, with 37 percent degree-track. The by-count split describes the taxonomy, the demand-weighted split describes the workforce, and construction demand concentrates heavily in the reachable trades. Weights use sourced staffing figures only, so estimate-tier roles are excluded, and the staffing model’s lockstep phasing means construction trades carry the five-year snapshot and operations roles the fifteen-year one.