AI 활용 인재 분석 : 시장 점유율 분석, 업계 동향 및 통계, 성장 예측(2026-2031년)

According to Mordor Intelligence, the AI-powered talent analytics market size is expected to grow from USD 1.95 billion in 2025 to USD 2.19 billion in 2026 and is forecast to reach USD 3.98 billion by 2031 at 12.71% CAGR over 2026-2031.

This report is Segmented by Analytics Type (Descriptive Analytics, Diagnostic Analytics, Predictive Analytics, and More), Deployment Model (On-Premises, Cloud, and Hybrid), Organization Size (Large Enterprises, and Small and Medium Enterprises [SMEs]), End-Use Industry (IT and Telecommunications, Manufacturing, and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD).

Global AI-Powered Talent Analytics Market Trends and Insights

Integration of Generative AI for Skills Mapping

Generative AI rewrites the way companies catalog competencies by extracting skills from project documents, peer reviews, and learning transcripts, then matching them to open roles in minutes. SAP's People Intelligence, launched in October 2025, uses large language models to refresh internal skills graphs weeks after new technologies enter the market, eliminating the 12- to 18-month lag typical of manual taxonomy updates. Coursera recorded a 234% jump in generative AI course enrollments during 2025, showing how quickly novel capabilities flow into the labor pool. Organizations that pilot these tools reduce manual HR workloads by roughly 40% and spot workforce gaps early, allowing learning budgets to target the highest-value skills.

Rapid Adoption of Cloud-Based HR Suites

Unified cloud platforms break the data silos that previously limited workforce modeling accuracy. Workday Data Cloud, introduced in September 2025, connects Databricks, Snowflake, and Salesforce without duplicating storage, enabling HR teams to blend performance, finance, and customer data in one view. Oracle Cloud HCM displays attrition risk and succession readiness directly inside manager dashboards, shrinking the insight-to-action window. Smaller companies access comparable benchmarks through ADP DataCloud, which aggregates anonymized payroll and workforce records from thousands of clients. Frequent cloud updates also push new regulatory features instantly, keeping deployments compliant without costly on-premises upgrades.

Data Privacy And Compliance Complexities

Divergent consent rules force vendors to localize data and maintain region-specific product variants. India's Digital Personal Data Protection Act can fine violators up to INR 250 crore (USD 30 million) for misuse of biometrics. China's Personal Information Protection Law requires domestic storage of employee records and government security reviews for cross-border transfers. European Union GDPR Article 22 restricts fully automated hiring decisions, obligating human oversight. Providers such as InCountry host Oracle HCM data in country-specific facilities to satisfy these statutes.

Other drivers and restraints analyzed in the detailed report include:

1. Growing Emphasis on Workforce Diversity Metrics
2. Shift Toward Data-Driven Reskilling Programs
3. Algorithmic Bias And Audit Requirements

For complete list of drivers and restraints, kindly check the Table Of Contents.

Segment Analysis

Prescriptive tools are advancing at 14.67% CAGR, eclipsing overall AI-powered talent analytics market growth. Predictive platforms commanded 55.41% share in 2025, showing their maturity in churn forecasts and workforce demand planning. Yet once accuracy levels converge, the differentiator becomes whether the engine can suggest a retention bonus, an upskilling course, or a succession plan. IBM credits prescriptive recommendations for USD 300 million in annual turnover savings, and Unilever cut time-to-hire by 75% after adopting interview sequence optimizers. Descriptive dashboards remain vital for compliance but function as feeders that supply clean data to the higher-value layers. Diagnostic analytics span root-cause analysis of engagement dips and diversity gaps, forming the bridge between hindsight and foresight.

Enterprises increasingly bundle multiple analytics types within one subscription to avoid tool sprawl. The AI-powered talent analytics market size allocated to prescriptive modules is projected to outpace descriptive spend by 2028 as boardrooms demand quantified ROI. Vendors that fail to add recommendation engines risk relegation to commodity status. Those that integrate sentiment and network analysis gain an edge by surfacing burnout signals and informal influencers that traditional HR metrics miss.

Cloud delivery retained 66.78% revenue share in 2025 thanks to lower upfront costs and seamless upgrades. Even so, hybrid architectures are expanding at 15.09% CAGR as enterprises route sensitive data to in-country servers while using public-cloud compute for heavy analytics workloads. The AI-powered talent analytics market size attributed to hybrid solutions is accelerating in jurisdictions with strict data localization mandates such as China, Russia, and the Middle East. AWS European Sovereign Cloud exemplifies offerings that physically separate operations to satisfy EU regulators.

Hybrid users accept higher infrastructure spend in return for compliance assurance and latency benefits for real-time dashboards. Providers partner with specialists like InCountry for data residency, embedding localization into implementation templates. The balance may tilt further toward hybrid as more governments emulate India's consent-centric regime and California's employee data rights.

Complete Report Scope:

• By Analytics Type
  • Descriptive Analytics
  • Diagnostic Analytics
  • Predictive Analytics
  • Prescriptive Analytics
  • Other Analytics Types
• By Deployment Model
  • On-Premises
  • Cloud
  • Hybrid
• By Organization Size
  • Large Enterprises
  • Small and Medium Enterprises (SMEs)
• By End-Use Industry
  • IT and Telecommunications
  • Banking, Financial Services and Insurance (BFSI)
  • Healthcare and Life Sciences
  • Retail and E-commerce
  • Manufacturing
  • Government and Public Sector
  • Other End-Use Industries
• By Geography
  • North America
    • United States
    • Canada
    • Mexico
    • Rest of North America
  • South America
    • Brazil
    • Argentina
    • Rest of South America
  • Europe
    • Germany
    • United Kingdom
    • France
    • Italy
    • Spain
    • Russia
    • Rest of Europe
  • Asia-Pacific
    • China
    • India
    • Japan
    • South Korea
    • Australia
    • Rest of Asia-Pacific
  • Middle East
    • Saudi Arabia
    • United Arab Emirates
    • Turkey
    • Rest of Middle East
  • Africa
    • South Africa
    • Nigeria
    • Rest of Africa

Geography Analysis

North America commanded 36.88% share in 2025, sustained by early algorithmic hiring uptake and mandatory workforce disclosures. Bias audit laws such as New York City's Local Law 144 increase compliance spend but also legitimize advanced analytics among risk-averse boards. Canada's provincial privacy statutes and Mexico's nearshoring surge both add incremental demand, yet small businesses across the region still lag because of skills shortages and budget discipline.

Asia-Pacific is the fastest growing at 14.05% CAGR through 2031. A 2024 IDC survey found 43% of enterprises plan to raise AI budgets by over 20% during the next year. Skills gaps of 29-41% across major industries create fertile ground for diagnostic and prescriptive platforms. India's data-protection fines and China's localization rules push many buyers toward hybrid deployments. Japan focuses on succession analytics to counter aging workforces, while Australia and South Korea emphasize diversity reporting aligned with emerging legislation.

Europe grapples with the strictest rulebook. The AI Act labels recruitment tools high risk, compelling conformity assessments. Vendors disabled emotion recognition features to comply with the Act's outright ban in employment contexts. Germany and France invest heavily in pay-equity dashboards to align with the Corporate Sustainability Reporting Directive. South America grows unevenly, led by Brazil, where multinationals deploy cloud analytics bundled with regional data centers. The Middle East, notably Saudi Arabia and the United Arab Emirates, incorporates workforce analytics into national diversification agendas. Africa remains nascent, concentrated in South Africa and Nigeria where multinationals and large domestic banks pilot skills-forecasting tools.

1. International Business Machines Corporation
2. Microsoft Corporation
3. SAP SE
4. Oracle Corporation
5. Workday Inc.
6. Cornerstone OnDemand Inc.
7. Automatic Data Processing Inc.
8. Ceridian HCM Holding Inc.
9. Visier Inc.
10. Degreed Inc.
11. Eightfold AI Inc.
12. Gloat Inc.
13. Beamery Inc.
14. Phenom People Inc.
15. HireVue Inc.
16. Retrain.ai Inc.
17. SeekOut Inc.
18. Entelo Inc.
19. Paylocity Holding Corporation
20. UKG Inc.

Additional Benefits:

• The market estimate (ME) sheet in Excel format
• 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

• 1.1 Study Assumptions and Market Definition
• 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET LANDSCAPE

• 4.1 Market Overview
• 4.2 Market Drivers
  • 4.2.1 Rapid Adoption of Cloud-Based HR Suites
  • 4.2.2 Growing Emphasis on Workforce Diversity Metrics
  • 4.2.3 Integration of Generative AI for Skills Mapping
  • 4.2.4 Shift Toward Data-Driven Reskilling Programs
  • 4.2.5 Expansion of Remote-First Hiring Models
  • 4.2.6 Increased Regulatory Focus on Fair-Use AI in HR
• 4.3 Market Restraints
  • 4.3.1 Data Privacy and Compliance Complexities
  • 4.3.2 Algorithmic Bias and Audit Requirements
  • 4.3.3 Integration Challenges With Legacy HRIS
  • 4.3.4 Limited Analytics Talent in HR Departments
• 4.4 Industry Value Chain Analysis
• 4.5 Regulatory Landscape
• 4.6 Technological Outlook
• 4.7 Porter's Five Forces Analysis
  • 4.7.1 Threat of New Entrants
  • 4.7.2 Bargaining Power of Suppliers
  • 4.7.3 Bargaining Power of Buyers
  • 4.7.4 Threat of Substitutes
  • 4.7.5 Competitive Rivalry
• 4.8 Impact of Macroeconomic Factors on the Market

5 MARKET SIZE AND GROWTH FORECASTS (VALUE)

• 5.1 By Analytics Type
  • 5.1.1 Descriptive Analytics
  • 5.1.2 Diagnostic Analytics
  • 5.1.3 Predictive Analytics
  • 5.1.4 Prescriptive Analytics
  • 5.1.5 Other Analytics Types
• 5.2 By Deployment Model
  • 5.2.1 On-Premises
  • 5.2.2 Cloud
  • 5.2.3 Hybrid
• 5.3 By Organization Size
  • 5.3.1 Large Enterprises
  • 5.3.2 Small and Medium Enterprises (SMEs)
• 5.4 By End-Use Industry
  • 5.4.1 IT and Telecommunications
  • 5.4.2 Banking, Financial Services and Insurance (BFSI)
  • 5.4.3 Healthcare and Life Sciences
  • 5.4.4 Retail and E-commerce
  • 5.4.5 Manufacturing
  • 5.4.6 Government and Public Sector
  • 5.4.7 Other End-Use Industries
• 5.5 By Geography
  • 5.5.1 North America
    • 5.5.1.1 United States
    • 5.5.1.2 Canada
    • 5.5.1.3 Mexico
    • 5.5.1.4 Rest of North America
  • 5.5.2 South America
    • 5.5.2.1 Brazil
    • 5.5.2.2 Argentina
    • 5.5.2.3 Rest of South America
  • 5.5.3 Europe
    • 5.5.3.1 Germany
    • 5.5.3.2 United Kingdom
    • 5.5.3.3 France
    • 5.5.3.4 Italy
    • 5.5.3.5 Spain
    • 5.5.3.6 Russia
    • 5.5.3.7 Rest of Europe
  • 5.5.4 Asia-Pacific
    • 5.5.4.1 China
    • 5.5.4.2 India
    • 5.5.4.3 Japan
    • 5.5.4.4 South Korea
    • 5.5.4.5 Australia
    • 5.5.4.6 Rest of Asia-Pacific
  • 5.5.5 Middle East
    • 5.5.5.1 Saudi Arabia
    • 5.5.5.2 United Arab Emirates
    • 5.5.5.3 Turkey
    • 5.5.5.4 Rest of Middle East
  • 5.5.6 Africa
    • 5.5.6.1 South Africa
    • 5.5.6.2 Nigeria
    • 5.5.6.3 Rest of Africa

6 COMPETITIVE LANDSCAPE

• 6.1 Market Concentration
• 6.2 Strategic Moves
• 6.3 Market Share Analysis
• 6.4 Company Profiles (includes Global Level Overview, Market Level Overview, Core Segments, Financials as available, Strategic Information, Market Rank/Share, Products and Services, Recent Developments)
  • 6.4.1 International Business Machines Corporation
  • 6.4.2 Microsoft Corporation
  • 6.4.3 SAP SE
  • 6.4.4 Oracle Corporation
  • 6.4.5 Workday Inc.
  • 6.4.6 Cornerstone OnDemand Inc.
  • 6.4.7 Automatic Data Processing Inc.
  • 6.4.8 Ceridian HCM Holding Inc.
  • 6.4.9 Visier Inc.
  • 6.4.10 Degreed Inc.
  • 6.4.11 Eightfold AI Inc.
  • 6.4.12 Gloat Inc.
  • 6.4.13 Beamery Inc.
  • 6.4.14 Phenom People Inc.
  • 6.4.15 HireVue Inc.
  • 6.4.16 Retrain.ai Inc.
  • 6.4.17 SeekOut Inc.
  • 6.4.18 Entelo Inc.
  • 6.4.19 Paylocity Holding Corporation
  • 6.4.20 UKG Inc.

7 MARKET OPPORTUNITIES AND FUTURE OUTLOOK

• 7.1 White-Space and Unmet-Need Assessment