Big Data Analytics Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, Segmented By Component, By Deployment Mode, By Application, By Organization Size, By Industry, By Region & Competition, & Opportunities, 2021-2031F

Description

The Global Big Data Analytics Market is projected to expand significantly, rising from USD 336.78 Billion in 2025 to USD 778.18 Billion by 2031, reflecting a compound annual growth rate of 14.98%. This field involves examining vast and diverse datasets to reveal concealed patterns, market trends, and consumer preferences, thereby facilitating well-informed decision-making processes. The sector's growth is largely fueled by the exponential surge in data generated via digital channels and the urgent necessity for enterprises to extract actionable intelligence to gain a competitive edge. Furthermore, this demand is reinforced by the mandate to improve operational efficiency and an increasing dependence on data-driven insights to anticipate customer behavior and refine business strategies.

Market Overview
Forecast Period	2027-2031
Market Size 2025	USD 336.78 Billion
Market Size 2031	USD 778.18 Billion
CAGR 2026-2031	14.98%
Fastest Growing Segment	Risk & Fraud Analytics
Largest Market	North America

Despite this potential, the industry encounters a substantial obstacle related to the intricacies of data management and infrastructure preparedness. Organizations frequently face difficulties in effectively aggregating and ensuring the quality of raw information needed for analysis. According to a 2024 survey by CompTIA, 36% of firms indicated that the collection and preparation of datasets required for advanced inputs continue to be a significant challenge. This statistic underscores the enduring struggle businesses face in building the robust data foundations that are indispensable for the successful deployment of analytics solutions.

Market Driver

The assimilation of Artificial Intelligence and Machine Learning (AI/ML) is profoundly transforming the Global Big Data Analytics Market by facilitating advanced predictive insights and automating intricate data operations. Enterprises are progressively incorporating these technologies into their workflows to extract value from massive datasets more effectively, transitioning from descriptive analytics to prescriptive functions. This movement necessitates a major adjustment in data preparation and management protocols to sustain algorithmic processing. As reported by dbt Labs in their October '2024 State of Analytics Engineering' report, 57% of surveyed professionals stated they currently manage or anticipate managing data specifically for AI training, highlighting the crucial shift toward AI-ready architectures as a key competitive differentiator for businesses aiming to utilize intelligent automation for enhanced decision-making.

Simultaneously, the rapid uptake of cloud-based and hybrid analytics solutions is fueling market growth as corporations look for scalable infrastructure to accommodate escalating information loads. Moving away from rigid on-premise systems enables companies to utilize the flexible storage and computing power necessary for contemporary analytics, while hybrid frameworks provide a compromise between scalability and data sovereignty. According to the 'The State of Enterprise AI and Modern Data Architecture' report by Cloudera in August 2024, 90% of IT leaders consider unifying the data lifecycle on a single platform essential for effective analytics and AI execution. This structural progression is primarily a reaction to the immense scale of information generation; Sigma Computing noted in 2024 that 87% of companies experienced an increase in data volumes over the preceding year, emphasizing the critical market requirement for sturdy, cloud-enabled management platforms.

Market Challenge

The complexities of data management and the lack of infrastructure readiness serve as a major restriction on the expansion of the Global Big Data Analytics Market. Although there is a significant demand for actionable intelligence, the market faces deep-seated struggles due to the inability of numerous enterprises to build the foundational architecture required for high-level analysis. When organizations encounter disjointed data silos and legacy systems that fail to interoperate, the implementation of analytics tools becomes inefficient or comes to a complete halt. This operational friction hinders businesses from achieving a rapid return on investment, resulting in prolonged project timelines and a hesitation to allocate budget for further analytics growth.

This lack of structural maturity directly affects market momentum by compelling companies to suspend adoption while they resolve fundamental quality concerns. According to ISACA, in 2024, 37% of global technology professionals pinpointed inadequate processes and governance practices as a primary barrier to realizing their organization's digital trust and data goals. This insufficient readiness ensures that a considerable segment of the potential market remains trapped in the preparatory stage rather than progressing to the active procurement of high-value analytics solutions.

Market Trends

The growth of Edge Computing and Analytics is radically changing data processing strategies by relocating computation closer to the point of information generation, separate from centralized cloud frameworks. This move toward decentralization reduces latency and bandwidth consumption, facilitating real-time decision-making in industries that depend heavily on Internet of Things (IoT) devices. As sectors place a higher priority on sustainability and efficiency, edge solutions are increasingly being customized for specific vertical uses rather than general processing. According to the Eclipse Foundation's '2024 IoT & Embedded Developer Survey' from December 2024, 29% of developers indicated they are creating edge solutions specifically for energy management, rising from 24% the prior year, which underscores the focused expansion of this technology within vital industrial areas.

The emergence of Data Observability and Quality Solutions represents a necessary progression to handle the reliability issues spawned by complex, automated data pipelines. Distinct from traditional monitoring that targets infrastructure health, observability offers profound visibility into the data itself, enabling teams to spot anomalies and schema alterations before they affect downstream applications. This transition is being hastened by the incorporation of generative models, where the accuracy of input is critical yet frequently unsure. As stated by Monte Carlo Data in the '2024 State of Reliable AI Survey' from June 2024, 67% of data professionals acknowledged they do not fully trust the data currently supporting their generative AI applications, highlighting the pressing market need for sophisticated reliability platforms.

Key Market Players

HID Global Corporation
HERE Global BV
STMicroelectronics N.V.
Sonitor Technologies AS
Zebra Technologies Corporation
Hewlett Packard Enterprise Development LP
Mist Systems Inc.
Broadcom, Inc.
Cisco Systems, Inc.
Acuity Brands, Inc.

Report Scope

In this report, the Global Big Data Analytics Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Big Data Analytics Market, By Component

Solutions
Services

Big Data Analytics Market, By Deployment Mode

On-Premises
Cloud
Hybrid

Big Data Analytics Market, By Application

Risk & Fraud Analytics
Enterprise Data Warehouse Optimization
Internet of Things
Customer Analytics
Operational Analytics
Security Intelligence
Others

Big Data Analytics Market, By Organization Size

Large Enterprises
SMEs

Big Data Analytics Market, By Industry

BFSI
Healthcare
Government
IT & Telecom
Manufacturing
Retail
Others

Big Data Analytics Market, By Region

North America
- United States
- Canada
- Mexico
Europe
- France
- United Kingdom
- Italy
- Germany
- Spain
Asia Pacific
- China
- India
- Japan
- Australia
- South Korea
South America
- Brazil
- Argentina
- Colombia
Middle East & Africa
- South Africa
- Saudi Arabia
- UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Big Data Analytics Market.

Available Customizations:

Global Big Data Analytics Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

1. Product Overview

1.1. Market Definition
1.2. Scope of the Market
- 1.2.1. Markets Covered
- 1.2.2. Years Considered for Study
- 1.2.3. Key Market Segmentations

2. Research Methodology

2.1. Objective of the Study
2.2. Baseline Methodology
2.3. Key Industry Partners
2.4. Major Association and Secondary Sources
2.5. Forecasting Methodology
2.6. Data Triangulation & Validation
2.7. Assumptions and Limitations

3. Executive Summary

3.1. Overview of the Market
3.2. Overview of Key Market Segmentations
3.3. Overview of Key Market Players
3.4. Overview of Key Regions/Countries
3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Big Data Analytics Market Outlook

5.1. Market Size & Forecast
- 5.1.1. By Value
5.2. Market Share & Forecast
- 5.2.1. By Component (Solutions, Services)
- 5.2.2. By Deployment Mode (On-Premises, Cloud, Hybrid)
- 5.2.3. By Application (Risk & Fraud Analytics, Enterprise Data Warehouse Optimization, Internet of Things, Customer Analytics, Operational Analytics, Security Intelligence, Others)
- 5.2.4. By Organization Size (Large Enterprises, SMEs)
- 5.2.5. By Industry (BFSI, Healthcare, Government, IT & Telecom, Manufacturing, Retail, Others)
- 5.2.6. By Region
- 5.2.7. By Company (2025)
5.3. Market Map

6. North America Big Data Analytics Market Outlook

6.1. Market Size & Forecast
- 6.1.1. By Value
6.2. Market Share & Forecast
- 6.2.1. By Component
- 6.2.2. By Deployment Mode
- 6.2.3. By Application
- 6.2.4. By Organization Size
- 6.2.5. By Industry
- 6.2.6. By Country
6.3. North America: Country Analysis
- 6.3.1. United States Big Data Analytics Market Outlook
  - 6.3.1.1. Market Size & Forecast
    - 6.3.1.1.1. By Value
  - 6.3.1.2. Market Share & Forecast
    - 6.3.1.2.1. By Component
    - 6.3.1.2.2. By Deployment Mode
    - 6.3.1.2.3. By Application
    - 6.3.1.2.4. By Organization Size
    - 6.3.1.2.5. By Industry
- 6.3.2. Canada Big Data Analytics Market Outlook
  - 6.3.2.1. Market Size & Forecast
    - 6.3.2.1.1. By Value
  - 6.3.2.2. Market Share & Forecast
    - 6.3.2.2.1. By Component
    - 6.3.2.2.2. By Deployment Mode
    - 6.3.2.2.3. By Application
    - 6.3.2.2.4. By Organization Size
    - 6.3.2.2.5. By Industry
- 6.3.3. Mexico Big Data Analytics Market Outlook
  - 6.3.3.1. Market Size & Forecast
    - 6.3.3.1.1. By Value
  - 6.3.3.2. Market Share & Forecast
    - 6.3.3.2.1. By Component
    - 6.3.3.2.2. By Deployment Mode
    - 6.3.3.2.3. By Application
    - 6.3.3.2.4. By Organization Size
    - 6.3.3.2.5. By Industry

7. Europe Big Data Analytics Market Outlook

7.1. Market Size & Forecast
- 7.1.1. By Value
7.2. Market Share & Forecast
- 7.2.1. By Component
- 7.2.2. By Deployment Mode
- 7.2.3. By Application
- 7.2.4. By Organization Size
- 7.2.5. By Industry
- 7.2.6. By Country
7.3. Europe: Country Analysis
- 7.3.1. Germany Big Data Analytics Market Outlook
  - 7.3.1.1. Market Size & Forecast
    - 7.3.1.1.1. By Value
  - 7.3.1.2. Market Share & Forecast
    - 7.3.1.2.1. By Component
    - 7.3.1.2.2. By Deployment Mode
    - 7.3.1.2.3. By Application
    - 7.3.1.2.4. By Organization Size
    - 7.3.1.2.5. By Industry
- 7.3.2. France Big Data Analytics Market Outlook
  - 7.3.2.1. Market Size & Forecast
    - 7.3.2.1.1. By Value
  - 7.3.2.2. Market Share & Forecast
    - 7.3.2.2.1. By Component
    - 7.3.2.2.2. By Deployment Mode
    - 7.3.2.2.3. By Application
    - 7.3.2.2.4. By Organization Size
    - 7.3.2.2.5. By Industry
- 7.3.3. United Kingdom Big Data Analytics Market Outlook
  - 7.3.3.1. Market Size & Forecast
    - 7.3.3.1.1. By Value
  - 7.3.3.2. Market Share & Forecast
    - 7.3.3.2.1. By Component
    - 7.3.3.2.2. By Deployment Mode
    - 7.3.3.2.3. By Application
    - 7.3.3.2.4. By Organization Size
    - 7.3.3.2.5. By Industry
- 7.3.4. Italy Big Data Analytics Market Outlook
  - 7.3.4.1. Market Size & Forecast
    - 7.3.4.1.1. By Value
  - 7.3.4.2. Market Share & Forecast
    - 7.3.4.2.1. By Component
    - 7.3.4.2.2. By Deployment Mode
    - 7.3.4.2.3. By Application
    - 7.3.4.2.4. By Organization Size
    - 7.3.4.2.5. By Industry
- 7.3.5. Spain Big Data Analytics Market Outlook
  - 7.3.5.1. Market Size & Forecast
    - 7.3.5.1.1. By Value
  - 7.3.5.2. Market Share & Forecast
    - 7.3.5.2.1. By Component
    - 7.3.5.2.2. By Deployment Mode
    - 7.3.5.2.3. By Application
    - 7.3.5.2.4. By Organization Size
    - 7.3.5.2.5. By Industry

8. Asia Pacific Big Data Analytics Market Outlook

8.1. Market Size & Forecast
- 8.1.1. By Value
8.2. Market Share & Forecast
- 8.2.1. By Component
- 8.2.2. By Deployment Mode
- 8.2.3. By Application
- 8.2.4. By Organization Size
- 8.2.5. By Industry
- 8.2.6. By Country
8.3. Asia Pacific: Country Analysis
- 8.3.1. China Big Data Analytics Market Outlook
  - 8.3.1.1. Market Size & Forecast
    - 8.3.1.1.1. By Value
  - 8.3.1.2. Market Share & Forecast
    - 8.3.1.2.1. By Component
    - 8.3.1.2.2. By Deployment Mode
    - 8.3.1.2.3. By Application
    - 8.3.1.2.4. By Organization Size
    - 8.3.1.2.5. By Industry
- 8.3.2. India Big Data Analytics Market Outlook
  - 8.3.2.1. Market Size & Forecast
    - 8.3.2.1.1. By Value
  - 8.3.2.2. Market Share & Forecast
    - 8.3.2.2.1. By Component
    - 8.3.2.2.2. By Deployment Mode
    - 8.3.2.2.3. By Application
    - 8.3.2.2.4. By Organization Size
    - 8.3.2.2.5. By Industry
- 8.3.3. Japan Big Data Analytics Market Outlook
  - 8.3.3.1. Market Size & Forecast
    - 8.3.3.1.1. By Value
  - 8.3.3.2. Market Share & Forecast
    - 8.3.3.2.1. By Component
    - 8.3.3.2.2. By Deployment Mode
    - 8.3.3.2.3. By Application
    - 8.3.3.2.4. By Organization Size
    - 8.3.3.2.5. By Industry
- 8.3.4. South Korea Big Data Analytics Market Outlook
  - 8.3.4.1. Market Size & Forecast
    - 8.3.4.1.1. By Value
  - 8.3.4.2. Market Share & Forecast
    - 8.3.4.2.1. By Component
    - 8.3.4.2.2. By Deployment Mode
    - 8.3.4.2.3. By Application
    - 8.3.4.2.4. By Organization Size
    - 8.3.4.2.5. By Industry
- 8.3.5. Australia Big Data Analytics Market Outlook
  - 8.3.5.1. Market Size & Forecast
    - 8.3.5.1.1. By Value
  - 8.3.5.2. Market Share & Forecast
    - 8.3.5.2.1. By Component
    - 8.3.5.2.2. By Deployment Mode
    - 8.3.5.2.3. By Application
    - 8.3.5.2.4. By Organization Size
    - 8.3.5.2.5. By Industry

9. Middle East & Africa Big Data Analytics Market Outlook

9.1. Market Size & Forecast
- 9.1.1. By Value
9.2. Market Share & Forecast
- 9.2.1. By Component
- 9.2.2. By Deployment Mode
- 9.2.3. By Application
- 9.2.4. By Organization Size
- 9.2.5. By Industry
- 9.2.6. By Country
9.3. Middle East & Africa: Country Analysis
- 9.3.1. Saudi Arabia Big Data Analytics Market Outlook
  - 9.3.1.1. Market Size & Forecast
    - 9.3.1.1.1. By Value
  - 9.3.1.2. Market Share & Forecast
    - 9.3.1.2.1. By Component
    - 9.3.1.2.2. By Deployment Mode
    - 9.3.1.2.3. By Application
    - 9.3.1.2.4. By Organization Size
    - 9.3.1.2.5. By Industry
- 9.3.2. UAE Big Data Analytics Market Outlook
  - 9.3.2.1. Market Size & Forecast
    - 9.3.2.1.1. By Value
  - 9.3.2.2. Market Share & Forecast
    - 9.3.2.2.1. By Component
    - 9.3.2.2.2. By Deployment Mode
    - 9.3.2.2.3. By Application
    - 9.3.2.2.4. By Organization Size
    - 9.3.2.2.5. By Industry
- 9.3.3. South Africa Big Data Analytics Market Outlook
  - 9.3.3.1. Market Size & Forecast
    - 9.3.3.1.1. By Value
  - 9.3.3.2. Market Share & Forecast
    - 9.3.3.2.1. By Component
    - 9.3.3.2.2. By Deployment Mode
    - 9.3.3.2.3. By Application
    - 9.3.3.2.4. By Organization Size
    - 9.3.3.2.5. By Industry

10. South America Big Data Analytics Market Outlook

10.1. Market Size & Forecast
- 10.1.1. By Value
10.2. Market Share & Forecast
- 10.2.1. By Component
- 10.2.2. By Deployment Mode
- 10.2.3. By Application
- 10.2.4. By Organization Size
- 10.2.5. By Industry
- 10.2.6. By Country
10.3. South America: Country Analysis
- 10.3.1. Brazil Big Data Analytics Market Outlook
  - 10.3.1.1. Market Size & Forecast
    - 10.3.1.1.1. By Value
  - 10.3.1.2. Market Share & Forecast
    - 10.3.1.2.1. By Component
    - 10.3.1.2.2. By Deployment Mode
    - 10.3.1.2.3. By Application
    - 10.3.1.2.4. By Organization Size
    - 10.3.1.2.5. By Industry
- 10.3.2. Colombia Big Data Analytics Market Outlook
  - 10.3.2.1. Market Size & Forecast
    - 10.3.2.1.1. By Value
  - 10.3.2.2. Market Share & Forecast
    - 10.3.2.2.1. By Component
    - 10.3.2.2.2. By Deployment Mode
    - 10.3.2.2.3. By Application
    - 10.3.2.2.4. By Organization Size
    - 10.3.2.2.5. By Industry
- 10.3.3. Argentina Big Data Analytics Market Outlook
  - 10.3.3.1. Market Size & Forecast
    - 10.3.3.1.1. By Value
  - 10.3.3.2. Market Share & Forecast
    - 10.3.3.2.1. By Component
    - 10.3.3.2.2. By Deployment Mode
    - 10.3.3.2.3. By Application
    - 10.3.3.2.4. By Organization Size
    - 10.3.3.2.5. By Industry

11. Market Dynamics

11.1. Drivers
11.2. Challenges

12. Market Trends & Developments

12.1. Merger & Acquisition (If Any)
12.2. Product Launches (If Any)
12.3. Recent Developments

13. Global Big Data Analytics Market: SWOT Analysis

14. Porter's Five Forces Analysis

14.1. Competition in the Industry
14.2. Potential of New Entrants
14.3. Power of Suppliers
14.4. Power of Customers
14.5. Threat of Substitute Products

15. Competitive Landscape

15.1. HID Global Corporation
- 15.1.1. Business Overview
- 15.1.2. Products & Services
- 15.1.3. Recent Developments
- 15.1.4. Key Personnel
- 15.1.5. SWOT Analysis
15.2. HERE Global BV
15.3. STMicroelectronics N.V.
15.4. Sonitor Technologies AS
15.5. Zebra Technologies Corporation
15.6. Hewlett Packard Enterprise Development LP
15.7. Mist Systems Inc.
15.8. Broadcom, Inc.
15.9. Cisco Systems, Inc.
15.10. Acuity Brands, Inc.