Computer Training (U.S.) — NAICS 61142

An investor's primer for both public- and private-market readers. This is a rollup page for a NAICS industry (5-digit) that contains a single child industry. Core figures are the most recent U.S. federal data available; third-party estimates and forward-looking statements are flagged as judgments, not facts.

Read this first: NAICS 61142 is a single-child pass-through. It has exactly one child industry — 611420, Computer Training — and the two are effectively identical. This page gives the level's own federal figures and the short version of the story. For the full treatment — the investable universe, how the money works, demand drivers, regulation, consolidation, and risks — see the 611420 Computer Training primer.

1. Overview

Computer training is the business of teaching people to use, build, and secure technology — from a spreadsheet class for office workers to a bootcamp in cloud security or generative artificial intelligence (AI). The paying customer is rarely the student; it is overwhelmingly the employer buying skills for its workforce, or a government workforce program footing the bill. That makes the activity a picks-and-shovels play on the broader technology economy: when organizations adopt new software, migrate to the cloud, or scramble to fill cybersecurity roles, they buy training to close the gap. Because technology skills go stale fast, demand recurs. The central investment case is that recurring demand; the central risk is commoditization — free vendor courses, employers' own internal academies, generative AI, and low-cost global content can all pressure pricing and retention.

2. What's inside — and why this level equals its one child

The North American Industry Classification System (NAICS) organizes the economy in a hierarchy: sectors (2-digit), subsectors (3-digit), industry groups (4-digit), NAICS industries (5-digit), and national industries (6-digit). NAICS 61142 sits at the 5-digit "industry" level. Some 5-digit codes fan out into several 6-digit children; 61142 does not — it contains a single 6-digit national industry:

Because there is only one child, the 5-digit industry and the 6-digit national industry describe the same set of establishments — those primarily engaged in computer training except repair (instruction in software applications, computer programming, computerized business systems, computer operations, and local area network (LAN) management, delivered in classrooms, on-site, online, or self-paced). [1] The federal statistical agencies report both codes with identical numbers. There is no aggregation to do here and no second business line to net out: 61142 is 611420. Everything below is therefore a condensed pointer to the child primer.

3. How big it is (this level's rollup figures)

Federal statistics for the pure-play industry — establishments whose primary business is computer training. Because 61142 has one child, these are exactly the 611420 numbers. Note the years differ by dataset and should not be combined into a single same-year market estimate:

That is roughly $2.4 million average revenue per firm and ~15 employees per establishment — a small-business industry, with average pay near $83,000 per worker (consistent with skilled technical instructors). Firms and establishments differ because one firm can run several establishments, which is why the two counts don't match.

The undercount is large and matters. The Economic Census and CBP count only employer establishments whose primary activity is computer training. They exclude the self-employed, businesses with no paid employees (nonemployers), and most government employees. [3][4] They therefore miss three big pools of spending: (1) corporate in-house training run by a company's own learning-and-development staff; (2) software and cloud vendors' training (Amazon Web Services (AWS), Microsoft Learn, Google Cloud), classified elsewhere; and (3) self-employed independent trainers. Treat the $4.49 billion as the size of the standalone specialist industry — a measured employer-market floor, not total U.S. spending. Private market-research estimates of the total U.S. information-technology (IT) training market run around $25 billion in 2025 — five to six times the Census receipts — precisely because they fold in those excluded channels; that figure and its growth outlook are third-party estimates, not federal data. [5] The federal file contains no nonemployer receipts, revenue-growth, margin, utilization, or completion figures for this level; where a metric is absent, we say so rather than invent one.

4. Investable universe (where the value sits across the children)

With a single child, all the exposure is 611420's — there is nothing to spread across siblings. The short version: there is no clean, pure-play public stock for computer training. Listed exposure is diversified or adjacent, and the biggest hands-on operators are private. (Tickers and financials belong here and in Section 10; the full table lives in the child primer.)

• Platforms (closest listed plays): Coursera (NYSE: COUR), which absorbed Udemy in May 2026 to form a >$1.5 billion combined skills platform; and Skillsoft (NYSE: SKIL), a corporate-skilling turnaround that sold its Global Knowledge classroom unit in July 2026.
• Arms dealers / adjacent: Docebo (Nasdaq/TSX: DCBO) sells the learning-management software (LMS) underneath many programs; Pearson (LON: PSON) owns Pearson VUE, the certification-exam "toll booth"; The Adecco Group (SIX: ADEN, owner of General Assembly) and Accenture (NYSE: ACN, owner of Udacity/LearnVantage) carry training inside larger workforce and consulting businesses.
• The private operating core: Pluralsight (lender-owned after a 2024 restructuring), New Horizons/United Training (private-equity-backed Educate 360), Learning Tree, General Assembly, Simplilearn, and a long tail of small owner-operated shops.

In every listed name, the relevant comparison is the training segment, not headline company revenue. See the child primer's Section 4 for the full public/private map. [6]

5. How the money works

Owners earn in four ways, with sharply different margins: (1) enterprise subscriptions — annual seats, unlimited self-paced streaming, software-like gross margins and recurring revenue (the prize; watch annual recurring revenue and net dollar retention); (2) consumer/marketplace course sales, where a platform keeps a cut (take rate) of outside-instructor content; (3) instructor-led training (ILT) sold per seat or by contract, often bundled with certification-exam vouchers, where economics hinge on classroom fill rate and instructor utilization — labor-intensive, lower-margin, cyclical; and (4) government and contract training on fixed-price or cost-plus terms. The decade's strategic story is money migrating from ILT to subscriptions, because subscriptions scale without adding instructors — which is also why so many operators changed hands. Full detail in the child primer's Section 5.

6. Demand drivers

Skills obsolescence and the cybersecurity workforce gap (industry studies cite ~4.8 million unfilled roles globally); a growing technical labor market (U.S. Bureau of Labor Statistics projects 15% growth for software developers and 29% for information-security analysts, 2024–2034); cloud migration; generative AI as both tailwind (employers buying AI-literacy training en masse) and threat; employer reskilling and skills-based hiring; compliance mandates; and public workforce funding. Training is real recurring demand but discretionary and cyclical — budget cuts began overtaking talent scarcity as the top constraint in 2025 surveys. See child primer Section 6. [6]

7. Regulation

Lightly regulated as an industry, but it touches several approval regimes when public money or credential claims are involved: state private-career-school licensure; GI Bill approval via a State Approving Agency and the U.S. Department of Veterans Affairs; Workforce Innovation and Opportunity Act (WIOA) eligibility and Eligible Training Provider Lists for public workforce dollars; federal student aid (Title IV) rules (which most non-degree providers stay outside of); and Federal Trade Commission oversight of deceptive outcome claims. The real arbiters of value are the private vendor certification bodies — CompTIA, Cisco, Microsoft, AWS, Google, PMI — plus testing operators like Pearson VUE, who can reshape an operator's economics overnight by changing a certification track. Full detail in child primer Section 7.

8. Consolidation

The pure-play industry is extremely fragmented. Federal concentration data for this level (Economic Census 2022) confirm it: the top 4 firms hold 22.2% of receipts, top 8 29.3%, top 20 39.4%, and top 50 53.0%, with a Herfindahl-Hirschman Index (HHI) of 177.4 — far below the 1,800 the U.S. Department of Justice and FTC treat as "highly concentrated." No one dominates. [2] Fragmentation has driven two opposite forces: roll-ups in the low-margin classroom segment (Educate 360 stitching New Horizons and others into one salesforce) and platform consolidation and shakeout at the top (Coursera + Udemy; Skillsoft buying Codecademy then divesting classroom; Pluralsight's buyout unwinding into a lender takeover). See child primer Section 8.

9. Risks

The headline risk is generative AI disintermediation — free AI assistants answer the routine questions that transactional learning products used to monetize (the Chegg collapse is the cautionary tale). Then: cyclicality of corporate budgets; the classroom-to-subscription squeeze; free and internal competition from software vendors and employer academies; certification dependence; low switching costs / weak retention; leverage and integration risk (Pluralsight's equity was written to zero); fragmentation and price competition (near-zero HHI means little pricing power); and measurement risk — federal employer statistics omit large parts of the training economy, making precise market-sizing impossible. Full list in child primer Section 9.

10. How to invest, and the outlook

Because 61142 is 611420, the investment picture is the child's exactly. Public routes are the platforms (Coursera, Skillsoft) and arms-dealer/adjacent names (Docebo, Pearson, Adecco, Accenture); incidental exposure sits inside Microsoft, Amazon, and Alphabet but is immaterial to those stocks. Private routes — where the operating core actually is — run through buyout and growth equity (New Horizons/Educate 360, General Assembly, Simplilearn, DataCamp), private credit (the Pluralsight saga cuts both ways), and small-business ownership of local WIOA/GI-Bill-eligible centers. Across both, diligence should center on learner and customer outcomes, renewal behavior, instructor utilization, concentration, content ownership, platform costs, public-funding dependence, cash generation, and leverage.

Bottom line. As a standalone specialist industry, computer training is small (~$4.5 billion in federal receipts), fragmented, and low-margin, with the scaled, attractive economics in private hands or inside tech giants. The judgment call for the next few years is whether generative AI is a bigger tailwind (more to teach) than headwind (cheaper to self-teach) — operators are betting on the former, but the outcome is unproven, and the federal data support no formal growth or margin forecast. For the complete analysis, read the 611420 Computer Training primer.

---

Sources

This rollup synthesizes the child primer (611420) and our ground-truth federal stats for NAICS 61142. Numbering is condensed from the child primer, where the full source list appears.

1. U.S. Census Bureau, "2022 NAICS: 611420 Computer Training" (industry definition and exclusions; single 6-digit child of 61142). https://www.census.gov/naics/?details=611420&input=611420&year=2022
2. U.S. Census Bureau, 2022 Economic Census — Concentration & Selected Statistics, NAICS 611420 (firms 1,859; receipts $4,487,460 thousand; CR4 22.2%, CR8 29.3%, CR20 39.4%, CR50 53.0%; HHI 177.4). https://www.census.gov/programs-surveys/economic-census.html
3. U.S. Census Bureau, County Business Patterns 2023, NAICS 611420 (1,633 establishments; 24,092 employees; annual payroll $1,988,903 thousand; Q1 payroll $583,418 thousand). https://www.census.gov/programs-surveys/cbp.html
4. U.S. Census Bureau, "County Business Patterns Methodology" (coverage and exclusions: self-employed, nonemployers, most government). https://www.census.gov/programs-surveys/cbp/technical-documentation/methodology.html
5. IMARC Group, "United States IT Training Market Report" (~US$25.1B in 2025; ~US$33.8B by 2034; ~3.4% CAGR), 2025. https://www.imarcgroup.com/us-it-training-market
6. Histometrics, "Computer Training (U.S.) — NAICS 611420" (child primer; full investable universe, economics, demand drivers, regulation, consolidation, risks, and complete source list).