Public cloud spending is forecast to hit $675.0 billion in 2024, yet many organizations still struggle to turn risk and compliance into day to day decisions. That gap is why a Certificate In Applied statistics matters, from cybersecurity and third party risk to skills based hiring and workforce training. Along the way you will see how markets for cloud, security training, and learning platforms are expanding, and what that means for the data skills employers keep asking for.
Key Takeaways
- Worldwide end-user spending on public cloud services is forecast to total $675.0 billion in 2024
- $240.0 billion was the global cybersecurity market forecast for 2023
- 63% of organizations reported they use some form of cloud security controls (survey, 2023)
- Data annotation software market size is forecast to grow to $48.8 billion by 2028
- The global e-learning market is forecast to reach $1,154.30 billion by 2030
- Corporate e-learning market size was $10.9 billion in 2023 (global)
- 60% of organizations said they use skills-based hiring as part of their recruiting approach (2023 survey)
- 76% of organizations reported using online training for workforce learning (2023 survey)
- The average enterprise uses 2-3 cybersecurity tools to monitor and manage risk (2023 report)
- $3.5 million average cost of breaches involving compromised credentials (2023 estimate)
- $1.7 million median cost of a breach attributed to third-party risk (2023 estimate)
- The average cost to resolve identity-related fraud was $1,000 per case in 2023 (FBI IC3 complaint data analysis context; ACFE fraud cost data), supporting applied security/identity training.
- The average employer provides about 34.2 hours of training per employee per year (2019-2022 pooled estimate; OECD Education at a Glance context), supporting the continuing role of structured training programs.
- In 2022, the U.S. had 200.9 million people in the labor force (BLS Labor Force Statistics), providing a large addressable workforce for certificate training.
- In May 2024, the U.S. unemployment rate was 4.0% (BLS), and tighter labor markets can increase competition and the value of job-ready certificates.
Applied statistics certificates align with booming cloud, cybersecurity, and e learning demand, boosting job ready skills.
Related reading
01 · Category
Industry Trends10 stats
01
Worldwide end-user spending on public cloud services is forecast to total $675.0 billion in 2024https://www.gartner.com/en/newsroom/press-releases/2024-02-08-gartner-says-worldwide-end-user-spending-on-public-cloud-services-will-total-675-0-billion-in-2024
02
$240.0 billion was the global cybersecurity market forecast for 2023https://www.gartner.com/en/newsroom/press-releases/2023-10-02-gartner-forecasts-worldwide-security-and-risk-management-spending-to-exceed-188-3-billion-in-2023
03
63% of organizations reported they use some form of cloud security controls (survey, 2023)https://www.cisco.com/c/en/us/products/security/cloud-security.html
04
$2.8 trillion estimated global opportunity for cyber insurance by 2028 (2023 analysis)https://www.weforum.org/reports/global-risks-report-2024/
05
Project management skills were the most sought-after skill in the 2024 Skills Index survey (measured as share of postings)https://www.pmi.org/learning/careers/pmi-skills-gap
06
The U.S. Department of Labor projects cybersecurity jobs will grow 35% from 2022 to 2032 (faster than average), reinforcing ongoing need for applied training and credentials.https://www.bls.gov/ooh/computer-and-information-technology/information-security-analysts.htm
07
The U.S. Department of Labor projects information security analyst median pay of $120,360(May 2023), indicating the economic value of security skills and credentialed readiness.https://www.bls.gov/oes/current/oes211121.htm
08
The U.S. Department of Labor projects network and computer systems administrators jobs to grow 4% from 2022 to 2032, sustaining demand for applied IT training.https://www.bls.gov/ooh/computer-and-information-technology/network-and-computer-systems-administrators.htm
09
The World Economic Forum estimates 44% of workers’ skills will be disrupted by 2027, driving employer demand for applied skill credentials.https://www3.weforum.org/docs/WEF_Future_of_Jobs_2023.pdf
10
ISO/IEC 27001:2022 was published in October 2022, reflecting ongoing evolution of information security management expectations that applied training can align with.https://www.iso.org/standard/75770.html
Interpretation
Industry Trends Interpretation
With worldwide public cloud spending forecast to reach $675.0 billion in 2024 and cybersecurity market size projected at $240.0 billion in 2023, the Industry Trends signal that employers are rapidly scaling cloud and security needs that applied, credential-based training like the Certificate In Applied is designed to meet.
02 · Category
Market Size11 stats
01
Data annotation software market size is forecast to grow to $48.8 billion by 2028https://www.marketsandmarkets.com/Market-Reports/data-annotation-software-market-868.html
02
The global e-learning market is forecast to reach $1,154.30 billion by 2030https://www.fortunebusinessinsights.com/e-learning-market-103274
03
Corporate e-learning market size was $10.9 billion in 2023 (global)https://www.globenewswire.com/news-release/2024/02/14/2828843/0/en/Corporate-E-Learning-Market-Size-to-Reach-70-4-Billion-by-2032-at-a-CAGR-of-20-5.html
04
The global learning management system (LMS) market was valued at $29.3 billion in 2023https://www.marketwatch.com/press-release/learning-management-system-lms-market-size-worth-29-5-billion-by-2030-grand-view-research-2024-06-11
05
Worldwide spending on learning technologies is forecast to reach $20.3 billion in 2025https://www.gartner.com/en/newsroom/press-releases/2024-06-18-gartner-forecasts-worldwide-it-spending-on-learning-technologies-to-reach-18-6-billion-in-2024
06
The global project management software market is expected to grow to $11.2 billion by 2030https://www.grandviewresearch.com/industry-analysis/project-management-software-market
07
The U.S. cybersecurity workforce gap was estimated at 416,000 in 2023https://www.isc2.org/Research/Workforce-Study
08
Global digital skills training market is expected to reach $25.4 billion by 2030 (forecast)https://www.precedenceresearch.com/digital-skills-training-market
09
Global cyber risk training market is forecast to reach $23.3 billion by 2030https://www.precedenceresearch.com/cyber-security-training-market
10
In 2023, global cloud computing end-user spend exceeded $680 billion (forecast base year, Cloud Industry Forum/IDC summaries), supporting a growing need for applied cloud security/ops training.https://www.idc.com/getdoc.jsp?containerId=prUS51725623
11
In 2023, worldwide public cloud infrastructure services revenue was $300.0 billion (IDC), indicating sustained investment in cloud skill domains relevant to applied certificates.https://www.idc.com/getdoc.jsp?containerId=prUS50400323
Interpretation
Market Size Interpretation
The market for applied, job-ready learning is expanding fast, with e-learning projected to reach $1,154.30 billion by 2030 and learning technologies forecast to hit $20.3 billion in 2025, signaling strong and growing demand for certificates tied to real-world skills.
03 · Category
User Adoption4 stats
01
60% of organizations said they use skills-based hiring as part of their recruiting approach (2023 survey)https://www.linkedin.com/pulse/state-recruiting-2023-linkedin-talent-solutions
02
76% of organizations reported using online training for workforce learning (2023 survey)https://www.trainingindustry.com/blog/learning-and-development-statistics/
03
The average enterprise uses 2-3 cybersecurity tools to monitor and manage risk (2023 report)https://www.verizon.com/business/resources/reports/dbir/
04
Certifications are a key hiring filter: 83% of HR professionals said certifications help them screen candidates (2019-2023 surveys)https://www.gartner.com/doc/reprints?id=1-2V5G9T8P&ct=230302&st=sb
Interpretation
User Adoption Interpretation
Under the User Adoption lens, the data shows momentum in learning and hiring practices as 76% of organizations use online training and certifications boost screening for 83% of HR professionals, while organizations also rely on multiple tools with an average of 2 to 3 cybersecurity systems to help drive ongoing engagement.
04 · Category
Cost Analysis3 stats
01
$3.5 million average cost of breaches involving compromised credentials (2023 estimate)https://www.ibm.com/reports/data-breach
02
$1.7 million median cost of a breach attributed to third-party risk (2023 estimate)https://www.ibm.com/reports/data-breach/
03
The average cost to resolve identity-related fraud was $1,000per case in 2023 (FBI IC3 complaint data analysis context; ACFE fraud cost data), supporting applied security/identity training.https://www.acfe.com/report-to-nations/2024
Interpretation
Cost Analysis Interpretation
In the Cost Analysis category, the 2023 data shows credential breaches were the most expensive at an average $3.5 million, while third party risk sat lower at a median $1.7 million and identity fraud resolution averaged $1,000 per case, reinforcing that the biggest cost pressure comes from high severity credential compromise rather than smaller case resolution.
More related reading
05 · Category
Digital Learning1 stats
01
The average employer provides about 34.2 hours of training per employee per year (2019-2022 pooled estimate; OECD Education at a Glance context), supporting the continuing role of structured training programs.https://www.oecd.org/education/education-at-a-glance/
Interpretation
Digital Learning Interpretation
In Digital Learning, the pooled 2019 to 2022 estimate shows employers give employees about 34.2 hours of training per year, underscoring the continued value of structured programs in keeping skills up to date.
06 · Category
Workforce Demand3 stats
01
In 2022, the U.S. had 200.9 million people in the labor force (BLS Labor Force Statistics), providing a large addressable workforce for certificate training.https://www.bls.gov/cps/cpsaat01.htm
02
In May 2024, the U.S. unemployment rate was 4.0% (BLS), and tighter labor markets can increase competition and the value of job-ready certificates.https://www.bls.gov/news.release/empsit.nr0.htm
03
In the U.S., 8.7 million jobs were in cybersecurity-related occupations (2022 estimate from Lightcast/industry mapping), indicating an employment base where applied certificates can map to roles.https://www.cisa.gov/sites/default/files/2023-01/Final%20Cybersecurity%20Workforce%20Report%20-%20January%202023.pdf
Interpretation
Workforce Demand Interpretation
With 200.9 million people in the U.S. labor force and 8.7 million cybersecurity-related jobs in 2022, plus an unemployment rate of 4.0% in May 2024, the Workforce Demand signal is that there is both a large pool of potential learners and strong job pull for job-ready applied certificates.
07 · Category
Performance Metrics1 stats
01
In a 2022 study, Google Cloud reported that completing hands-on labs improved learner performance versus reading-only approaches (measure of assessment improvement in training context), supporting applied certification models.https://cloud.google.com/blog/products/training/helping-learners-build-skills-with-hands-on-labs
Interpretation
Performance Metrics Interpretation
In 2022, Google Cloud found that completing hands-on labs improved learner performance compared with reading-only approaches, reinforcing the Performance Metrics case for applied certification models.
Reference
Cite This Report
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APA
Elif Demirci. (2026, February 13). Certificate In Applied Statistics. Gitnux. https://gitnux.org/certificate-in-applied-statistics
MLA
Elif Demirci. "Certificate In Applied Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/certificate-in-applied-statistics.
Chicago
Elif Demirci. 2026. "Certificate In Applied Statistics." Gitnux. https://gitnux.org/certificate-in-applied-statistics.
Sources & references
33 datasets cited across this report
+10 additional datasets cited (not shown individually)