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Oklahoma
The Narrowing — Nine Point Five

Oklahoma

Eight routes in. Which ones reach you depends on where you stand.

Black developers looking at code together — licensed illustration, not a person in the statistic. The Narrowing — Nine Point Five — oklahoma.
Black developers looking at code together. Licensed illustration — not a person in the statistic. Photo: Unsplash
HomeThe NarrowingNine Point Five › Oklahoma
An HBCUCommunity collegeRegistered apprenticeshipAn industry certificateAP Computer Science in high schoolWIOA-funded trainingMoving across where you already workSelf-taught with a portfolio
5.4%of US software developers are Black — about 121,716 people
12.7%of everyone employed in the United States

The ladder, in one table

WhereBlack shareAgainst 12.7% of all workers
Everyone employed in the US12.7%
Computer & mathematical occupations9.5%0.75×
Software developers5.4%0.43×
Technology jobs overall8%0.63×
C-suite technology executives3%0.24×

Occupation rows: BLS Current Population Survey, 2025 annual averages. Technology-industry and executive rows: CompTIA via McKinsey, 2022 — a different instrument on a different base, shown here because the direction is the point and stated separately because the sources are not the same.

Black professionals in a meeting with laptops — licensed illustration, not a person in the statistic. The Narrowing — Nine Point Five — oklahoma.
Black professionals in a meeting with laptops. Licensed illustration — not a person in the statistic. Photo: Pexels

What Oklahoma carries

10 of Oklahoma's 77 counties are classified by the USDA as persistent-poverty counties — poverty that has stayed high across decades of measurement rather than in one bad year. 9 are low-education counties. That means a high share of working-age adults have no education beyond high school. Nationally, nearly half of the rural Black poor live in high- or persistent-poverty counties, concentrated in the Mississippi Delta, Appalachia, the Black Belt and the southern border regions. Oklahoma's county pages name which ones here.

Those are USDA Economic Research Service classifications of places, not of people, and they describe what was available rather than what anyone is capable of.

Distance in Oklahoma

59 of Oklahoma's 77 counties sit outside every metropolitan area. That changes which routes are physically reachable — an HBCU, a community college or a career centre forty miles away is a different institution to one four miles away. The commuting zone named on each county page is the right search radius, and it is almost always wider than the county line.

What Oklahoma runs on

Of 77 counties, the most common economic types are mining and energy (22), farming (21), government (11). Where the employers are field services, transport and equipment contractors, the technical work already here is the systems those operations run on — which is a reachable first job and a real one.

What is already paid for

Programme names, amounts and deadlines change. These are the doors; verify current terms with the source before counting on a number.

By county

Adair CountyAlfalfa CountyAtoka CountyBeaver CountyBeckham CountyBlaine CountyBryan CountyCaddo CountyCanadian CountyCarter CountyCherokee CountyChoctaw CountyCimarron CountyCleveland CountyCoal CountyComanche CountyCotton CountyCraig CountyCreek CountyCuster CountyDelaware CountyDewey CountyEllis CountyGarfield CountyGarvin CountyGrady CountyGrant CountyGreer CountyHarmon CountyHarper CountyHaskell CountyHughes CountyJackson CountyJefferson CountyJohnston CountyKay CountyKingfisher CountyKiowa CountyLatimer CountyLe Flore CountyLincoln CountyLogan CountyLove CountyMajor CountyMarshall CountyMayes CountyMcClain CountyMcCurtain CountyMcIntosh CountyMurray CountyMuskogee CountyNoble CountyNowata CountyOkfuskee CountyOklahoma CountyOkmulgee CountyOsage CountyOttawa CountyPawnee CountyPayne CountyPittsburg CountyPontotoc CountyPottawatomie CountyPushmataha CountyRoger Mills CountyRogers CountySeminole CountySequoyah CountyStephens CountyTexas CountyTillman CountyTulsa CountyWagoner CountyWashington CountyWashita CountyWoods CountyWoodward County

All eight routes

Sources. Occupation shares: US Bureau of Labor Statistics, Current Population Survey Table 11, 2025 annual averages, reproduced as published. Degree counts: National Center for Education Statistics, IPEDS, 2021–22; degree-share trend: National Science Foundation NCSES. High school access, participation and the earnings effect: Code.org Advocacy Coalition, State of Computer Science Education, and the underlying study, Liu, Conrad & Blazar, EdWorkingPaper 24-904 — which reports roughly 8% overall and a 10-to-14% range across subgroups including Black students, not a standalone 12%, and we say so rather than quoting the friendliest point in a range. AP exam composition: College Board via the Kapor Center, 2020. HBCU figures: UNCF Frederick D. Patterson Research Institute. Population and geography: Pew Research Center; rural poverty patterns: USDA Economic Research Service. County economic type and needs classifications: USDA ERS County Typology Codes; labour markets: 2020 Commuting Zones. County counts are computed from the committed county file at build time, not asserted.

Photographs on this campaign are licensed stock used as illustration — not portraits of the people inside the federal counts. Full credits: CREDITS.md.