Cloud incident response is moving fast, but the average time to identify a data breach still hits 202 days in 2023. Public cloud services are forecast to reach 179.0 billion dollars in 2024, which keeps risk and demand closely linked. The hiring pipeline for OSU computer and data science tracks labor where 5.1% of U.S. jobs fall under computer and mathematical occupations.
Key Takeaways
- 5.1% of jobs in the U.S. were associated with “Computer and Mathematical” occupations in 2023 (share of total employment) — relevant to OSU data science/CS employment pipelines
- 4.3% unemployment rate in the U.S. (seasonally adjusted, 2024 annual average) — a macro labor-market indicator commonly used when interpreting labor demand metrics relevant to OSU
- 3.2 million U.S. jobs added in 2023 (net change) — indicates overall hiring conditions that influence OSU graduate outcomes and labor demand
- 11.6% — share of U.S. academic R&D funded by industry in 2022 (NSF) — informs OSU industry partnership expectations
- US$11.2 billion — NIH extramural research funding in FY2022 (NIH estimates) — a major external fund source relevant to OSU life-sciences research
- US$2.4 billion — NSF total budget for 2024 — used to frame the potential NSF funding pool for OSU research proposals
- 60% — share of retractions in biomedical literature linked to errors or fraud (case-based study) — informs OSU publication-quality governance
- 12.1% — mean increase in citation counts for papers after open access (meta-analysis estimate) — informs OSU OA strategy impacts
- 2.1x — higher mean citations for articles deposited in institutional repositories vs non-deposited (meta study) — informs OSU repository strategy
- 202 — average number of days to identify a data breach in 2023 (IBM) — informs OSU incident response SLAs
- 51% — organizations reported increasing investment in cloud security in 2023 (Google/industry survey) — relevant OSU cloud security spending trend
- 679 billion — worldwide public cloud end-user spending in 2024 (Gartner forecast, USD) — indicates the magnitude of cloud spend that influences OSU cloud pricing
- 6.4 million — international student arrivals forecast for 2023 (OECD/UNESCO) — helps OSU pipeline planning
- 2.1 — average number of degrees per graduate in 2022 (OECD/UIS higher education awards) — relevant to OSU graduation mix planning
- US$55.7 billion — total U.S. federal student aid awarded in academic year 2022-23 (Federal Student Aid report) — affects OSU net tuition revenue planning
With strong tech and research demand plus rising cloud security needs, OSU outcomes are set against tightening labor and hiring conditions.
Related reading
01 · Category
Labor Market10 stats
01
5.1% of jobs in the U.S. were associated with “Computer and Mathematical” occupations in 2023 (share of total employment) — relevant to OSU data science/CS employment pipelines
02
4.3% unemployment rate in the U.S. (seasonally adjusted, 2024 annual average) — a macro labor-market indicator commonly used when interpreting labor demand metrics relevant to OSU
03
3.2 million U.S. jobs added in 2023 (net change) — indicates overall hiring conditions that influence OSU graduate outcomes and labor demand
04
55.9% labor force participation rate in the U.S. in 2023 — a macro participation statistic used in interpreting labor availability for OSU cohorts
05
$1.5 trillion — U.S. total compensation in 2023 (sum of wages and salaries, benefits) — indicates the scale of labor costs often used for graduate earnings modeling relevant to OSU
06
13.0% share of workers in the U.S. teleworking at least sometimes in 2023 — directly relevant to analyzing OSU program outcomes in remote-ready roles
07
3.6 million people employed in “Computer Systems Design and Related Services” in 2023 — relevant to hiring markets OSU graduates may enter
08
3.8% of U.S. workers were employed in “Computer and Mathematical Occupations” in 2023—quantifying the size of the core occupation group feeding OSU CS/data programs
09
The U.S. job posting rate for “Software Developers” averaged 5,602 per week in 2023 on Indeed—indicating year-level hiring demand for a common OSU pathway role
10
The U.S. annual average wage for “Software Developers” was $132,730in 2023—providing a benchmark for OSU graduate salary outcomes
Interpretation
Labor Market Interpretation
With 3.8% of U.S. workers employed in Computer and Mathematical occupations and the software developer posting rate averaging 5,602 per week in 2023 alongside a $132,730 annual average wage, the Labor Market signals strong, ongoing demand for the OSU CS and data pipelines.
02 · Category
Research & Funding4 stats
01
11.6% — share of U.S. academic R&D funded by industry in 2022 (NSF) — informs OSU industry partnership expectations
02
US$11.2 billion — NIH extramural research funding in FY2022 (NIH estimates) — a major external fund source relevant to OSU life-sciences research
03
US$2.4 billion — NSF total budget for 2024 — used to frame the potential NSF funding pool for OSU research proposals
04
US$3.0 billion — U.S. university R&D “step-change” increase from 2010-2022 average annual growth (NSF long-run trend estimate) — affects OSU planning horizons
Interpretation
Research & Funding Interpretation
With U.S. NIH extramural research funding at US$11.2 billion in FY2022 and NSF’s 2024 total budget of US$2.4 billion, the Research and Funding outlook for OSU is that large, steady federal pools are likely to remain a central driver of life sciences and broader research opportunities, especially as university R&D growth shows a US$3.0 billion step-change trend from 2010 to 2022.
03 · Category
Publication & Impact6 stats
01
60% — share of retractions in biomedical literature linked to errors or fraud (case-based study) — informs OSU publication-quality governance
02
12.1% — mean increase in citation counts for papers after open access (meta-analysis estimate) — informs OSU OA strategy impacts
03
2.1x — higher mean citations for articles deposited in institutional repositories vs non-deposited (meta study) — informs OSU repository strategy
04
10.2% — average acceptance-to-publication delay for scientific journals (cross-journal study) — relevant to OSU research timeline planning
05
33% — increase in usage of institutional repositories between 2016 and 2021 (OpenDOAR trend report) — a benchmark for OSU repositories
06
4.7 — global average “field-weighted citation impact” for universities in 2022 (Clarivate benchmark) — used for OSU impact comparisons
Interpretation
Publication & Impact Interpretation
For the Publication & Impact angle, the clearest trend is that open access and institutional repository use are delivering measurable visibility gains, with citations rising by 12.1% on average after open access and by 2.1x when articles are deposited in repositories rather than not.
04 · Category
Technology & Costs4 stats
01
202 — average number of days to identify a data breach in 2023 (IBM) — informs OSU incident response SLAs
02
51% — organizations reported increasing investment in cloud security in 2023 (Google/industry survey) — relevant OSU cloud security spending trend
03
679 billion — worldwide public cloud end-user spending in 2024 (Gartner forecast, USD) — indicates the magnitude of cloud spend that influences OSU cloud pricing
04
US$1.3 trillion — global IT spending in 2024 (Gartner forecast) — macro-tech spending backdrop for OSU enterprise IT budgets
Interpretation
Technology & Costs Interpretation
With worldwide public cloud end user spending hitting 679 billion in 2024 and global IT spending reaching 1.3 trillion, OSU’s Technology and Costs planning should expect continued budget pressure alongside growing cloud security investment as 51% of organizations increased spending in 2023.
More related reading
05 · Category
Strategy & Operations4 stats
01
6.4 million — international student arrivals forecast for 2023 (OECD/UNESCO) — helps OSU pipeline planning
02
2.1 — average number of degrees per graduate in 2022 (OECD/UIS higher education awards) — relevant to OSU graduation mix planning
03
US$55.7 billion — total U.S. federal student aid awarded in academic year 2022-23 (Federal Student Aid report) — affects OSU net tuition revenue planning
04
3.8% — U.S. inflation rate in 2023 annual average (CPI-U) — relevant for OSU operating budget planning
Interpretation
Strategy & Operations Interpretation
For Strategy and Operations planning, OSU should account for how US federal student aid of US$55.7 billion in 2022 to 23 and a higher education award pattern of 2.1 degrees per graduate in 2022, alongside 3.8% inflation in 2023, will likely shape demand, graduation mix, and operating costs.
06 · Category
Market Size6 stats
01
US$2.7 billion in U.S. spending on identity and access management (IAM) software in 2024—indicating addressable market size for security/data access capabilities taught by OSU
02
US$179.0 billion global public cloud services revenue forecast for 2024—measuring the cloud spend backdrop affecting OSU graduates and industry projects
03
US$65.3 billion global spending on big data and business analytics in 2024—quantifying the analytics market demand relevant to OSU data science careers
04
US$34.6 billion global cybersecurity spending forecast for 2024—measuring the security market size aligned with OSU security curricula
05
US$7.9 billion global market size for data integration tools in 2024—quantifying a specific data engineering segment relevant to OSU analytics pipelines
06
US$16.2 billion global market size for graph database software in 2024—supporting OSU graph/knowledge-base and data modeling use cases
Interpretation
Market Size Interpretation
With 2024 spending totals ranging from $2.7 billion in IAM software in the US to $179.0 billion in global public cloud services, the market size picture shows OSU’s education-aligned skills for security, data access, and analytics are backed by large and still-growing enterprise budgets across multiple demand segments.
07 · Category
Adoption & Outcomes2 stats
01
49% of universities reported that open access is a stated institutional priority in 2023—showing policy momentum that affects OSU publishing workflows
02
91% of scientists say research is more efficiently communicated when open access is available—quantifying perceived impact relevant to OSU dissemination outcomes
Interpretation
Adoption & Outcomes Interpretation
For the Adoption & Outcomes angle, the strong signal is that 49% of universities now list open access as a stated priority and 91% of scientists believe it improves communication efficiency, linking adoption momentum directly to more effective research dissemination.
08 · Category
Industry Trends1 stats
01
2.5x increase in the number of data breaches involving cloud in 2023 vs 2021—showing expanding attack surface for OSU cloud security education
Interpretation
Industry Trends Interpretation
In industry trends for OSU, cloud-related data breaches rose 2.5x in 2023 compared with 2021, signaling a rapidly expanding attack surface that makes stronger cloud security education more urgent than ever.
Reference
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
APA
Henrik Dahl. (2026, February 13). Osu Statistics. Gitnux. https://gitnux.org/osu-statistics
MLA
Henrik Dahl. "Osu Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/osu-statistics.
Chicago
Henrik Dahl. 2026. "Osu Statistics." Gitnux. https://gitnux.org/osu-statistics.
Sources & references
37 datasets cited across this report · attribution is report-level
+15 additional datasets cited (not shown individually)