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市場調查報告書

商品編碼

1674170

資料科學平台市場按組件、部署類型、最終用戶和地區分類

Data Science Platform Market, By Component, By Deployment Mode, By End User, By Geography

出版日期: 2025年02月18日 | 出版商:

Coherent Market Insights | 英文 130 Pages | 商品交期: 2-3個工作天內

價格

簡介目錄

2025 年全球資料科學平台市場規模估計為 135.5 億美元，預計到 2032 年將達到 570.7 億美元，2025 年至 2032 年的年複合成長率（CAGR）為 22.8%。

報告範圍		報告詳細資訊
基準年	2024	2025 年市場規模	135.5億美元
效能資料	2020-2024	預測期	2025-2032
預測期：2025 年至 2032 年複合年成長率	22.80％	2032 年金額預測	570.7億美元

數字。 2025 年資料科學平台市場佔有率（按地區）

資料科學平台提供資料視覺化和預測分析功能，使業務用戶和資料專家能夠合作開發、測試和部署預測模型。它幫助公司加速資料科學過程以使機器學習模型實用化。它還提供資料提取、細化、分析和視覺化功能，以支援整個資料科學生命週期。隨著企業在行銷、銷售、營運和風險管理等各個職能領域採用分析和機器學習技術，巨量資料的興起正在推動對這些平台的需求。雲端基礎的服務的日益普及以及從資料中獲取可操作見解的需求不斷成長，正在推動市場成長。

市場動態

全球資料科學平台市場的成長是由企業日益成長的需求所推動的，即從每天產生的大量資料中獲取可操作的見解。利用高階分析功能的資料科學平台可協助公司做出明智的業務決策、改善客戶體驗並簡化業務。然而，實施此類平台的成本高昂，加上熟練工程師的短缺，阻礙了其廣泛應用。企業對雲端基礎的服務的偏好日益增加，以及人工智慧成為策略性業務重點，這可能為供應商帶來新的機會。資料科學與機器學習、深度學習和物聯網等其他新興技術的結合可能會促進需求。

研究的主要特點

本報告對全球資料科學平台市場進行了詳細分析，並以 2024 年為基準年，展示了預測期（2025-2032 年）的市場規模和年複合成長率（CAGR%）。

它還強調了各個領域的潛在商機並說明了該市場的有吸引力的投資提案矩陣。

它還提供了關於市場促進因素、限制因素、機會、新產品發布和核准、市場趨勢、區域前景以及主要企業採用的競爭策略的主要考察。

全球資料科學平台市場的主要企業根據公司亮點、產品系列、關鍵亮點、財務績效和策略等參數進行分析。

研究涉及的主要企業包括 IBM Corporation、Microsoft Corporation、Google Cloud、SAS Institute Inc.、Oracle Corporation、Tableau Software (Salesforce)、Alteryx, Inc.、RapidMiner, Inc.、DataRobot, Inc.、TIBCO Software Inc.、QlikTech International AB、KNIME AG、Domo, Inc.、TIBCO Software Inc.、QlikTech International AB、KNIME AG、Domo, Inc.、Slake Inc.

本報告的見解將使負責人和公司經營團隊能夠就未來的產品發布、類型升級、市場擴張和行銷策略做出明智的決策。

全球資料科學平台市場報告迎合了該行業的各個相關人員，例如投資者、供應商、產品製造商、經銷商、新進入者和金融分析師。

透過全球資料科學平台市場分析中使用的各種策略矩陣，相關人員可以更輕鬆地做出決策。

公司簡介
- IBM Corporation
- Microsoft Corporation
- Google Cloud
- SAS Institute Inc.
- Oracle Corporation
- Tableau Software（Salesforce）
- Alteryx, Inc.
- RapidMiner, Inc.
- DataRobot, Inc.
- TIBCO Software Inc.
- QlikTech International AB
- KNIME AG
- Domo, Inc.
- Sisense, Inc.
- Snowflake Inc.

第 9 章分析師建議

興衰
一致的機會地圖

第10章調查方法

參考
調查方法

簡介目錄

Product Code: CMI4417

Global Data Science Platform Market is estimated to be valued at USD 13.55 Bn in 2025 and is expected to reach USD 57.07 Bn by 2032, growing at a compound annual growth rate (CAGR) of 22.8% from 2025 to 2032.

Report Coverage		Report Details
Base Year:	2024	Market Size in 2025:	USD 13.55 Bn
Historical Data for:	2020 To 2024	Forecast Period:	2025 To 2032
Forecast Period 2025 to 2032 CAGR:	22.80%	2032 Value Projection:	USD 57.07 Bn

Figure. Data Science Platform Market Share (%), By Region 2025

Data science platform provides data visualization and predictive analytics capabilities to enable business users and data professionals to collaborate, develop, test and deploy predictive models. It helps organizations to accelerate the data science process to operationalize machine learning models. It also features capabilities around data ingestion, wrangling, analytics and visualization to support the entire data science lifecycle. Rise of big data has boosted demand for these platforms as enterprises adopt analytics and machine learning technologies for applications across various functions such as marketing, sales, operations, and risk management. Increased adoption of cloud-based services and need to gain actionable insights from data can drive the market growth.

Market Dynamics:

Global data science platform market growth is driven by growing need for organizations to gain actionable insights from the massive amounts of data generated each day. Leveraging advanced analytical capabilities, data science platforms help companies make informed business decisions, enhance customer experience and streamline operations. However, high costs associated with deploying these platforms, coupled with lack of skilled technical workforce can hamper its widespread adoption. Growing inclination of enterprises towards cloud-based services and emergence of AI as a strategic business priority can offer new opportunities for vendors. Integration of data science with other emerging technologies such as machine learning, deep learning and internet of things can boost demand.

Key features of the study:

This report provides in-depth analysis of the global data science platform market, and provides market size (US$ Bn) and compound annual growth rate (CAGR%) for the forecast period (2025-2032), considering 2024 as the base year

It elucidates potential revenue opportunities across different segments and explains attractive investment proposition matrices for this market

This study also provides key insights about market drivers, restraints, opportunities, new product launches or approval, market trends, regional outlook, and competitive strategies adopted by key players

It profiles key players in the global data science platform market based on the following parameters - company highlights, products portfolio, key highlights, financial performance, and strategies

Key companies covered as a part of this study include IBM Corporation, Microsoft Corporation, Google Cloud, SAS Institute Inc., Oracle Corporation, Tableau Software (Salesforce), Alteryx, Inc., RapidMiner, Inc., DataRobot, Inc., TIBCO Software Inc., QlikTech International AB, KNIME AG, Domo, Inc., Sisense, Inc., and Snowflake Inc.

Insights from this report would allow marketers and the management authorities of the companies to make informed decisions regarding their future product launches, type up-gradation, market expansion, and marketing tactics

Global data science platform market report caters to various stakeholders in this industry including investors, suppliers, product manufacturers, distributors, new entrants, and financial analysts

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the global data science platform market

Detailed Segmentation-

By Component Insights (Revenue, US$ Bn, 2020 - 2032)
- Software
- Services
By Deployment Mode Insights (Revenue, US$ Bn, 2020 - 2032)
- Cloud-based
- On-premises
By End User Insights (Revenue, US$ Bn, 2020 - 2032)
- BFSI (Banking, Financial Services, and Insurance)
- Healthcare
- Retail
- Telecommunications
- Others
Regional Insights (Revenue, US$ Bn, 2020 - 2032)
- North America
- U.S.
- Canada
- Latin America
- Brazil
- Argentina
- Mexico
- Rest of Latin America
- Europe
- Germany
- U.K.
- Spain
- France
- Italy
- Russia
- Rest of Europe
- Asia Pacific
- China
- India
- Japan
- Australia
- South Korea
- ASEAN
- Rest of Asia Pacific
- Middle East
- GCC Countries
- Israel
- Rest of Middle East
- Africa
- South Africa
- North Africa
- Central Africa
Key Players Insights
- IBM Corporation
- Microsoft Corporation
- Google Cloud
- SAS Institute Inc.
- Oracle Corporation
- Tableau Software (Salesforce)
- Alteryx, Inc.
- RapidMiner, Inc.
- DataRobot, Inc.
- TIBCO Software Inc.
- QlikTech International AB
- KNIME AG
- Domo, Inc.
- Sisense, Inc.
- Snowflake Inc.

1. Research Objectives and Assumptions

Research Objectives
Assumptions
Abbreviations

2. Market Purview

Report Description
- Market Definition and Scope
Executive Summary
- Market Snippet, By Component
- Market Snippet, By Deployment Mode
- Market Snippet, By End User
- Market Snippet, By Region

3. Market Dynamics, Regulations, and Trends Analysis

Market Dynamics
- Drivers
- Restraints
- Market Opportunities
Regulatory Scenario
Industry Trend
Merger and Acquisitions
New System Launches/Approvals
Impact of COVID-19 Pandemic

4. Global Data Science Platform Market, By Component, 2020-2032, (US$ Bn)

Introduction
- Market Share Analysis, 2025 and 2032 (%)
- Y-o-Y Growth Analysis, 2021-2032
- Segment Trends
Software
- Introduction
- Market Size and Forecast, 2020-2032, (US$ Bn)
Services
- Introduction
- Market Size and Forecast, 2020-2032, (US$ Bn)

5. Global Data Science Platform Market, By Deployment Mode, 2020-2032, (US$ Bn)

Introduction
- Market Share Analysis, 2025 and 2032 (%)
- Y-o-Y Growth Analysis, 2021-2032
- Segment Trends
Cloud-based
- Introduction
- Market Size and Forecast, 2020-2032, (US$ Bn)
On-premises
- Introduction
- Market Size and Forecast, 2020-2032, (US$ Bn)

6. Global Data Science Platform Market, By End User, 2020-2032, (US$ Bn)

Introduction
- Market Share Analysis, 2025 and 2032 (%)
- Y-o-Y Growth Analysis, 2021-2032
- Segment Trends
BFSI (Banking, Financial Services, and Insurance)
- Introduction
- Market Size and Forecast, 2020-2032, (US$ Bn)
Healthcare
- Introduction
- Market Size and Forecast, 2020-2032, (US$ Bn)
Retail
- Introduction
- Market Size and Forecast, 2020-2032, (US$ Bn)
Telecommunications
- Introduction
- Market Size and Forecast, 2020-2032, (US$ Bn)
Others
- Introduction
- Market Size and Forecast, 2020-2032, (US$ Bn)

7. Global Data Science Platform Market, By Region, 2020-2032, (US$ Bn)

Introduction
- Market Share Analysis, By Region, 2025 and 2032 (%)
- Y-o-Y Growth Analysis, 2021-2032
North America
- Regional Trends
- Market Size and Forecast, By Component, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2020-2032, (US$ Bn)
- Market Size and Forecast, By End User, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Country, 2020-2032, (US$ Bn)
  - U.S.
  - Canada
Europe
- Regional Trends
- Market Size and Forecast, By Component, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2020-2032, (US$ Bn)
- Market Size and Forecast, By End User, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Country, 2020-2032, (US$ Bn)
  - Germany
  - U.K.
  - Spain
  - France
  - Italy
  - Russia
  - Rest of Europe
Asia Pacific
- Regional Trends
- Market Size and Forecast, By Component, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2020-2032, (US$ Bn)
- Market Size and Forecast, By End User, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Country, 2020-2032, (US$ Bn)
  - China
  - India
  - Japan
  - ASEAN
  - Australia
  - South Korea
  - Rest of Asia Pacific
Latin America
- Regional Trends
- Market Size and Forecast, By Component, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2020-2032, (US$ Bn)
- Market Size and Forecast, By End User, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Country, 2020-2032, (US$ Bn)
  - Brazil
  - Argentina
  - Mexico
  - Rest of Latin America
Middle East
- Regional Trends
- Market Size and Forecast, By Component, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2020-2032, (US$ Bn)
- Market Size and Forecast, By End User, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Country, 2020-2032, (US$ Bn)
  - Israel
  - GCC Countries
  - Rest of the Middle East
Africa
- Regional Trends
- Market Size and Forecast, By Component, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2020-2032, (US$ Bn)
- Market Size and Forecast, By End User, 2020-2032, (US$ Bn)
- Market Size and Forecast, By Country/Region, 2020-2032, (US$ Bn)
  - South Africa
  - North Africa
  - Central Africa

8. Competitive Landscape

Company Profiles
- IBM Corporation
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Microsoft Corporation
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Google Cloud
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- SAS Institute Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Oracle Corporation
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Tableau Software (Salesforce)
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Alteryx, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- RapidMiner, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- DataRobot, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- TIBCO Software Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- QlikTech International AB
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- KNIME AG
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Domo, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Sisense, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Snowflake Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates