Ohio

13,808
engineers a year
at China’s rate
See the numbers ↓

Source: IPEDS Completions, 3-yr avg AY 2022–25 (NCES; 2024–25 provisional), bachelor’s degrees, CIP 14 + 11; China 33.2%: PRC Ministry of Education, 2022 bachelor’s graduates by discipline (NSF NCSES S&E Indicators Fig. HED-30: 32.8%, 2020); Ohio population: Census NST-EST2025 (Vintage 2025).

Ohio subsidized engineering employers while its engineering output stalled.

Ohio has committed more than $3 billion in taxpayer incentives to projects that need engineers: Intel’s fabs, Anduril’s Arsenal-1, Honda’s Fayette County battery plant, which now makes energy-storage cells rather than EV batteries. But only 11.7% of Ohio’s graduates finish in engineering or computer science, below the national average of 12.3% and about a third of China’s 33.2%.

To match the China benchmark, Ohio would need 13,808 more engineering and CS graduates per year. Ohio’s own labor projections tell the nearer-term story: 14,360 engineering, computing and technician openings a year through 2034 against 8,611 associate and bachelor’s graduates. The state’s colleges cover 60% of the jobs it is already creating, a shortfall of roughly 5,700 a year before Intel or Anduril hire anyone. Output is also flat: down 0.7% from 2022–23 to 2024–25, while the country’s rose about 8%. Source: IPEDS Completions, 3-year average (AY 2022–23 through 2024–25; 2024–25 provisional), CIP 14 + 11, first majors; bachelor’s degrees only for the benchmark gap, associate + bachelor’s for the jobs-coverage figure, since technician openings are the two-year tier.

Eng + CS grads / yr
7,559
Latest year: 7,580, below 2022–23
Share of all degrees
11.7%
U.S. 12.3%; China 33.2%
Missing vs China
13,808
Per year, at the 33.2% benchmark
National rank
#23
#24 per capita, of 51
3-yr growth
−0.7%
Output slipping while the U.S. grew 8%
Gap per 100k residents
116
Population 11.9M (Census NST-EST2025)
Eng + CS + technician openings / yr
14,360
Ohio’s own projection, 2024–2034 (Ohio LMI via Projections Central, U.S. DOL)
Covered by Ohio degrees
60%
8,611 associate + bachelor’s grads vs. 14,360 openings. Rank #23 of 51; U.S.: 54%
Jobs gap / yr
5,749
Engineers Ohio must import, retrain, or do without, even before the megaprojects hire

Share of degrees in engineering + CS

Ohio11.7%
U.S. average12.3%
China benchmark33.2%
Even the more modest benchmarks leave Ohio short: 8,531 missing graduates per year at a conservative 25% benchmark, and 5,313 at 20%, which is below Germany’s actual 27.7%. Source: IPEDS Completions 3-yr avg AY 2022–25; PRC Ministry of Education 2022 (China benchmark). Two different gaps: the benchmark gap (13,808) is what Ohio would produce at China’s rate; the jobs gap (5,749) is what Ohio’s own economy is projected to open and not fill from in-state degrees. Openings count new jobs plus replacing workers who retire or leave the field (BLS method), and the degree side counts associate degrees because technicians are counted on the jobs side. Top openings: Software Developers 2,750/yr, Industrial Engineers 1,510, Computer User Support Specialists 1,190, Mechanical Engineers 980.
Where Ohio’s engineers are made

Who produces Ohio’s engineers

60 institutions produce engineering or CS bachelor’s graduates in Ohio. The top 8 account for 75% of output, and the pipeline below them is thin.

Top producers: grads per year and share of each institution’s degrees

InstitutionEng+CS / yrShare
Ohio State University1,87216.5%
University of Cincinnati1,30920.5%
Case Western Reserve48735.0%
University of Toledo45718.9%
Miami University–Oxford44710.8%
University of Akron41021.2%
University of Dayton39420.1%
Cleveland State30114.1%
IPEDS Completions C2023–C2025, bachelor’s degrees, CIP 14 + 11, first majors; 3-yr average.

Profile of the pipeline

Engineering (vs CS)63%
Associate-level degrees12%
Top-8 concentration75%
Share of Ohio’s eng+CS credentials by field, level, and producer. IPEDS Completions 3-yr avg AY 2022–25.
Only 12% of Ohio’s engineering-track credentials are associate degrees, the shorter and cheaper community-college route that fab technician and defense manufacturing jobs hire from. Digital ROTC pays for two years of school at a community college, where these credentials are earned.

What the gap is costing Ohio

Ohio has spent billions in incentives to attract megaprojects that need engineers, while its own output of engineers has stalled.

The state already opens 14,360 engineering, computing and technician jobs a year and graduates 8,611. The rest have to be filled from outside the state’s colleges.

Intel, New Albany
~$2B
State incentive package for the $28B fab complex, including a $650M job-creation tax credit. First chips were promised for 2025; Intel now targets operations in 2030–31, and although construction sped up in 2026 it has announced no customer for Ohio output. The industry it anchors faces a projected 67,000 unfilled U.S. semiconductor jobs by 2030; 58% of new roles are at risk of going unfilled at current degree-completion rates.
Intel Newsroom; Manufacturing Dive; SIA / Oxford Economics semiconductor workforce study.
Anduril, Arsenal-1
$830M
Ohio’s largest jobs deal ever: a $310M grant, $452M in tax credits, ~$70M in site financing for 4,008 promised jobs at $132,000 average salary by 2035. Those are engineering and advanced-manufacturing jobs, hired from a state pipeline producing 0.7% fewer engineers over three years, while the national count rose about 8%.
Axios Columbus; Ohio Capital Journal; IPEDS 3-yr trend.
The wider cost
$1.2B+
Four megaproject tax-credit deals alone have cost Ohio over $1.2B. Nationally, Deloitte and the Manufacturing Institute project 3.8M manufacturing jobs to fill by 2033, with 1.9M of them at risk of going unfilled. Ohio’s 687,000 manufacturing workers generate $137.9B of state GDP, the largest exposure of any swing state.
Dayton Daily News; Deloitte & The Manufacturing Institute skills-gap study (April 2024).

The drain

Ohio also loses many of the engineers it educates to other states.

Economists on the Ohio Capital Journal’s 2024 panel argued that skilled immigration was masking the outflow of educated native-born Ohioans, offsetting the loss without fixing it. And economists quoted by the Ohio Capital Journal warn the causality runs both ways: a January 2026 analysis argued Ohio “spends billions to create jobs” while the lack of high-paying jobs keeps pushing young graduates out.

Grads working in Ohio after 1 yr
80%
Ohio Department of Higher Education, 2022 Year in Review
Still in Ohio at 10 yrs
~70%
80% at 1 yr → 74% at 5 yrs → almost 70% at 10 (same report)
Net domestic migration
−32,482 → +11,926
2021 to 2025: losses to other states through 2024, offset by 35,000 to 56,000 international arrivals a year (Census Bureau, Vintage 2025)
Sources: Ohio Department of Higher Education 2022 Year in Review, via the Columbus Dispatch; U.S. Census Bureau Vintage 2025 population estimates; Ohio Capital Journal economists’ panel (May 2024, January 2026).

Who’s covering it

Reporters already cover this, but no one has combined it into a single number the way the Index does.

OutletStoryWhat it covers
Ohio Capital Journal
Jan 2026. The incentives-vs-people frame, plus the economists’ panel on brain drain and immigration.
Manufacturing Dive
The flagship megaproject slipping five years past its promised opening.
WOSU Public Media
Columbus State’s one-year semiconductor technician certificate: the associate-pathway model, at tiny scale.
Dayton Daily News
The taxpayer-cost accounting of the megaproject strategy.
Ohio Capital Journal
The retention half of the gap, quantified.
Midstory / Fordham Institute Ohio
Long-form and policy-shop coverage of graduate retention, including the GROW Act.

The fix

Ohio has already shown the model works but has not funded it at scale.

1

Scale the associate pathway

Columbus State’s one-year semiconductor technician certificate is a model for the rest of the country, with credits that stack and transfer. But associate-level credentials are only 12% of Ohio’s engineering pipeline. A Digital ROTC cohort model, service for tuition, could triple it using the community colleges and universities Ohio already has.

2

Tie incentives to pipeline

Ohio attached almost no workforce-supply conditions to $3B+ in megaproject incentives. Every future deal should include matching money to train the engineers it will need.

3

Pay people to stay

Ohio loses 12% of its graduates net. Service-linked tuition forgiveness, the ROTC model, is the only retention tool with a track record: you study in Ohio on the state’s money, and you owe Ohio the first years of your career.

See every
state

Ohio is one of 51. The American Engineering Gap Index measures every state against the same benchmark, from Maryland at 20.9% to the District of Columbia at 6.3%, and only one of them reaches even half of China’s rate.