Market Overview:
The global data science platform market grew at a CAGR of around 30% during 2015-2020. A data science platform is a cohesive software framework that offers fundamental building blocks to create and incorporate data science solutions into business processes, infrastructure, and products. These solutions include integrating and exploring data, and coding, building, and deploying models through applications or reports. A data science platform makes the entire dataset available in a centralized location and enables effective team collaboration and communication. Consequently, organizations from different industry verticals are nowadays deploying data science platforms to expand tool flexibility, improve data connectivity, compute resource scalability, and support a centralized business administration for core operations.
One of the primary factors encouraging the adoption of data science platforms globally is the growing emphasis of companies on becoming agile and competitive in the changing marketplace dynamics. Data science platforms offer a consistent and integrated solution for building, managing and optimizing predictive models. In the healthcare sector, with the growing amount of data, from electronic medical records (EMR) and clinical databases to personal fitness trackers, medical professionals increasingly rely on these platforms to diagnose diseases faster, practice preventive medicine and explore new treatment options. Other factors influencing the market growth are the emerging trend of autonomous vehicles, the rising need to maximize logistics efficiency, and the growing entertainment industry. Apart from this, the increasing utilization of online banking services, along with the rising instances of cybersecurity, are anticipated to expand the usage of data science platforms in the banking, financial services, and insurance (BFSI) sector to detect fraudulent activities and prevent cyberattacks. Looking forward, IMARC Group expects the global data science platform market to continue its strong growth during the next five years.
Key Market Segmentation:
IMARC Group provides an analysis of the key trends in each sub-segment of the global data science platform market report, along with forecasts for growth at the global, regional and country level from 2021-2026. Our report has categorized the market based on region, component, application and vertical.
Breakup by Component:
Breakup by Application:
- Marketing and Sales
- Logistics
- Finance and Accounting
- Customer Support
- Others
Breakup by Vertical:
- IT and Telecommunication
- Healthcare
- BFSI
- Manufacturing
- Retail and E-Commerce
- Others
Breakup by Region:
- North America
- Asia-Pacific
- China
- Japan
- India
- South Korea
- Australia
- Indonesia
- Others
- Europe
- Germany
- France
- United Kingdom
- Italy
- Spain
- Russia
- Others
- Latin America
- Middle East and Africa
Competitive Landscape:
The competitive landscape of the industry has also been examined along with the profiles of the key players being Alteryx Inc., Cloudera Inc., Dataiku Inc., Google LLC (Alphabet Inc.), H2O.ai Inc., International Business Machines Corporation, Microsoft Corporation, RapidMiner Inc., SAP SE, SAS Institute Inc., The MathWorks Inc. and TIBCO Software Inc.
Key Questions Answered in This Report:
- How has the global data science platform market performed so far and how will it perform in the coming years?
- What has been the impact of COVID-19 on the global data science platform market?
- What are the key regional markets?
- What is the breakup of the market based on the component?
- What is the breakup of the market based on the application?
- What is the breakup of the market based on the vertical?
- What are the various stages in the value chain of the industry?
- What are the key driving factors and challenges in the industry?
- What is the structure of the global data science platform market and who are the key players?
- What is the degree of competition in the industry?
1 Preface
2 Scope and Methodology
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 Executive Summary
4 Introduction
4.1 Overview
4.2 Key Industry Trends
5 Global Data Science Platform Market
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 Market Breakup by Component
6.1 Software
6.1.1 Market Trends
6.1.2 Market Forecast
6.2 Services
6.2.1 Market Trends
6.2.2 Market Forecast
7 Market Breakup by Application
7.1 Marketing and Sales
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 Logistics
7.2.1 Market Trends
7.2.2 Market Forecast
7.3 Finance and Accounting
7.3.1 Market Trends
7.3.2 Market Forecast
7.4 Customer Support
7.4.1 Market Trends
7.4.2 Market Forecast
7.5 Others
7.5.1 Market Trends
7.5.2 Market Forecast
8 Market Breakup by Vertical
8.1 IT and Telecommunication
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Healthcare
8.2.1 Market Trends
8.2.2 Market Forecast
8.3 BFSI
8.3.1 Market Trends
8.3.2 Market Forecast
8.4 Manufacturing
8.4.1 Market Trends
8.4.2 Market Forecast
8.5 Retail and E-Commerce
8.5.1 Market Trends
8.5.2 Market Forecast
8.6 Others
8.6.1 Market Trends
8.6.2 Market Forecast
9 Market Breakup by Region
9.1 North America
9.1.1 United States
9.1.1.1 Market Trends
9.1.1.2 Market Forecast
9.1.2 Canada
9.1.2.1 Market Trends
9.1.2.2 Market Forecast
9.2 Asia-Pacific
9.2.1 China
9.2.1.1 Market Trends
9.2.1.2 Market Forecast
9.2.2 Japan
9.2.2.1 Market Trends
9.2.2.2 Market Forecast
9.2.3 India
9.2.3.1 Market Trends
9.2.3.2 Market Forecast
9.2.4 South Korea
9.2.4.1 Market Trends
9.2.4.2 Market Forecast
9.2.5 Australia
9.2.5.1 Market Trends
9.2.5.2 Market Forecast
9.2.6 Indonesia
9.2.6.1 Market Trends
9.2.6.2 Market Forecast
9.2.7 Others
9.2.7.1 Market Trends
9.2.7.2 Market Forecast
9.3 Europe
9.3.1 Germany
9.3.1.1 Market Trends
9.3.1.2 Market Forecast
9.3.2 France
9.3.2.1 Market Trends
9.3.2.2 Market Forecast
9.3.3 United Kingdom
9.3.3.1 Market Trends
9.3.3.2 Market Forecast
9.3.4 Italy
9.3.4.1 Market Trends
9.3.4.2 Market Forecast
9.3.5 Spain
9.3.5.1 Market Trends
9.3.5.2 Market Forecast
9.3.6 Russia
9.3.6.1 Market Trends
9.3.6.2 Market Forecast
9.3.7 Others
9.3.7.1 Market Trends
9.3.7.2 Market Forecast
9.4 Latin America
9.4.1 Brazil
9.4.1.1 Market Trends
9.4.1.2 Market Forecast
9.4.2 Mexico
9.4.2.1 Market Trends
9.4.2.2 Market Forecast
9.4.3 Others
9.4.3.1 Market Trends
9.4.3.2 Market Forecast
9.5 Middle East and Africa
9.5.1 Market Trends
9.5.2 Market Breakup by Country
9.5.3 Market Forecast
10 SWOT Analysis
10.1 Overview
10.2 Strengths
10.3 Weaknesses
10.4 Opportunities
10.5 Threats
11 Value Chain Analysis
12 Porters Five Forces Analysis
12.1 Overview
12.2 Bargaining Power of Buyers
12.3 Bargaining Power of Suppliers
12.4 Degree of Competition
12.5 Threat of New Entrants
12.6 Threat of Substitutes
13 Price Analysis
14 Competitive Landscape
14.1 Market Structure
14.2 Key Players
14.3 Profiles of Key Players
14.3.1 Alteryx Inc.
14.3.1.1 Company Overview
14.3.1.2 Product Portfolio
14.3.1.3 Financials
14.3.2 Cloudera Inc.
14.3.2.1 Company Overview
14.3.2.2 Product Portfolio
14.3.2.3 Financials
14.3.3 Dataiku Inc.
14.3.3.1 Company Overview
14.3.3.2 Product Portfolio
14.3.4 Google LLC (Alphabet Inc.)
14.3.4.1 Company Overview
14.3.4.2 Product Portfolio
14.3.4.3 SWOT Analysis
14.3.5 H2O.ai Inc.
14.3.5.1 Company Overview
14.3.5.2 Product Portfolio
14.3.6 International Business Machines Corporation
14.3.6.1 Company Overview
14.3.6.2 Product Portfolio
14.3.6.3 Financials
14.3.6.4 SWOT Analysis
14.3.7 Microsoft Corporation
14.3.7.1 Company Overview
14.3.7.2 Product Portfolio
14.3.7.3 Financials
14.3.7.4 SWOT Analysis
14.3.8 RapidMiner Inc.
14.3.8.1 Company Overview
14.3.8.2 Product Portfolio
14.3.9 SAP SE
14.3.9.1 Company Overview
14.3.9.2 Product Portfolio
14.3.9.3 Financials
14.3.9.4 SWOT Analysis
14.3.10 SAS Institute Inc.
14.3.10.1 Company Overview
14.3.10.2 Product Portfolio
14.3.10.3 SWOT Analysis
14.3.11 The MathWorks Inc.
14.3.11.1 Company Overview
14.3.11.2 Product Portfolio
14.3.12 TIBCO Software Inc.
14.3.12.1 Company Overview
14.3.12.2 Product Portfolio
14.3.12.3 SWOT Analysis
List of Figures
Figure 1: Global: Data Science Platform Market: Major Drivers and Challenges
Figure 2: Global: Data Science Platform Market: Sales Value (in Billion US$), 2015-2020
Figure 3: Global: Data Science Platform Market Forecast: Sales Value (in Billion US$), 2021-2026
Figure 4: Global: Data Science Platform Market: Breakup by Component (in %), 2020
Figure 5: Global: Data Science Platform Market: Breakup by Application (in %), 2020
Figure 6: Global: Data Science Platform Market: Breakup by Vertical (in %), 2020
Figure 7: Global: Data Science Platform Market: Breakup by Region (in %), 2020
Figure 8: Global: Data Science Platform (Software) Market: Sales Value (in Million US$), 2015 & 2020
Figure 9: Global: Data Science Platform (Software) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 10: Global: Data Science Platform (Services) Market: Sales Value (in Million US$), 2015 & 2020
Figure 11: Global: Data Science Platform (Services) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 12: Global: Data Science Platform (Marketing and Sales) Market: Sales Value (in Million US$), 2015 & 2020
Figure 13: Global: Data Science Platform (Marketing and Sales) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 14: Global: Data Science Platform (Logistics) Market: Sales Value (in Million US$), 2015 & 2020
Figure 15: Global: Data Science Platform (Logistics) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 16: Global: Data Science Platform (Finance and Accounting) Market: Sales Value (in Million US$), 2015 & 2020
Figure 17: Global: Data Science Platform (Finance and Accounting) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 18: Global: Data Science Platform (Customer Support) Market: Sales Value (in Million US$), 2015 & 2020
Figure 19: Global: Data Science Platform (Customer Support) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 20: Global: Data Science Platform (Other Applications) Market: Sales Value (in Million US$), 2015 & 2020
Figure 21: Global: Data Science Platform (Other Applications) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 22: Global: Data Science Platform (IT and Telecommunication) Market: Sales Value (in Million US$), 2015 & 2020
Figure 23: Global: Data Science Platform (IT and Telecommunication) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 24: Global: Data Science Platform (Healthcare) Market: Sales Value (in Million US$), 2015 & 2020
Figure 25: Global: Data Science Platform (Healthcare) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 26: Global: Data Science Platform (BFSI) Market: Sales Value (in Million US$), 2015 & 2020
Figure 27: Global: Data Science Platform (BFSI) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 28: Global: Data Science Platform (Manufacturing) Market: Sales Value (in Million US$), 2015 & 2020
Figure 29: Global: Data Science Platform (Manufacturing) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 30: Global: Data Science Platform (Retail and E-commerce) Market: Sales Value (in Million US$), 2015 & 2020
Figure 31: Global: Data Science Platform (Retail and E-commerce) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 32: Global: Data Science Platform (Other Verticals) Market: Sales Value (in Million US$), 2015 & 2020
Figure 33: Global: Data Science Platform (Other Verticals) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 34: North America: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 35: North America: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 36: United States: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 37: United States: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 38: Canada: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 39: Canada: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 40: Asia-Pacific: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 41: Asia-Pacific: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 42: China: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 43: China: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 44: Japan: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 45: Japan: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 46: India: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 47: India: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 48: South Korea: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 49: South Korea: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 50: Australia: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 51: Australia: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 52: Indonesia: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 53: Indonesia: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 54: Others: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 55: Others: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 56: Europe: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 57: Europe: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 58: Germany: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 59: Germany: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 60: France: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 61: France: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 62: United Kingdom: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 63: United Kingdom: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 64: Italy: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 65: Italy: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 66: Spain: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 67: Spain: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 68: Russia: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 69: Russia: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 70: Others: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 71: Others: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 72: Latin America: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 73: Latin America: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 74: Brazil: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 75: Brazil: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 76: Mexico: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 77: Mexico: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 78: Others: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 79: Others: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 80: Middle East and Africa: Data Science Platform Market: Sales Value (in Million US$), 2015 & 2020
Figure 81: Middle East and Africa: Data Science Platform Market: Breakup by Country (in %), 2020
Figure 82: Middle East and Africa: Data Science Platform Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 83: Global: Data Science Platform Industry: SWOT Analysis
Figure 84: Global: Data Science Platform Industry: Value Chain Analysis
Figure 85: Global: Data Science Platform Industry: Porter's Five Forces Analysis
List of Tables
Table 1: Global: Data Science Platform Market: Key Industry Highlights, 2020 and 2026
Table 2: Global: Data Science Platform Market Forecast: Breakup by Component (in Million US$), 2021-2026
Table 3: Global: Data Science Platform Market Forecast: Breakup by Application (in Million US$), 2021-2026
Table 4: Global: Data Science Platform Market Forecast: Breakup by Vertical (in Million US$), 2021-2026
Table 5: Global: Data Science Platform Market Forecast: Breakup by Region (in Million US$), 2021-2026
Table 6: Global: Data Science Platform Market: Competitive Structure
Table 7: Global: Data Science Platform Market: Key Players