Research Methodology on Data Warehouse as a Service Market
Research Design:
This project will employ an exploratory research approach to uncover insights concerning the global Data Warehouse as a Service (DWAAS) market. The research design embodies qualitative and quantitative research methodology, which will act in concert to develop a deep understanding of the market.
Quantitative Research Methodology:
The quantitative research methodology for this project will involve the procurement of secondary data sources pertaining to the market, as well as geographic regions of interest. The data will be sourced from relevant and reliable third-party organizations, such as the World Bank, International Monetary Fund (IMF), World Trade Organization (WTO) and other government bodies. Additionally, aggregate data from key industry players, such as IBM, Microsoft, Oracle, and other leading vendors will be collected. The gathered data will be analysed to uncover key insights about the dynamics and structure of the global DWAAS market in terms of value and volume over a specific period of time.
The study articulates the descriptive data with the help of graphical representations such as pie charts, histograms, bar charts, pictographs, etc. The overall market statistics are characterized by the facts and findings sourced from past trade analyses and events along with estimates for the forecast period 2023 to 2030.
Qualitative Research Methodology:
The qualitative research methodology for the project will involve in-depth interviews and focus group discussions with leading vendors in the DWAAS market to gain a comprehensive overview of the market’s overall development. The collected information is validated with primary interviews and surveys of key industry participants. The interviews and surveys were conducted with the help of digital tools such as emails and phone calls.
The collected information is further analyzed with the help of industry and market-specific software and tools to assess the impact of various factors on the global DWAAS market. Interviews with subject-matter experts and analysts with a background in the market were also used to assess the future trend of the market. Additionally, the collected information is further validated through a panel of industry peers.
Sampling Design:
A random sampling approach was used to identify interviewees for the study. The list of interviewees includes key stakeholders and industry experts from the DWAAS market involved in the entire value chain. This approach was taken to ensure a balanced participant pool representing the various segments of the global market.
The population size was 112 and the required sample size was 17 participants from the various market segments who agreed to take part and provided their consent, making the sample size sufficient for the study.
Data Analysis Methodology:
The collected qualitative data is coded for better analysis. The coding process follows a validated move pattern that covers all the information received from the interviewees. This helps in better separation of the relevant information without any bias and in a systematic way.
The analysis was conducted by using the thematic analysis approach and is a crucial step in determining the market dynamics and implications of future changes. The analysis included analytical statements combined with interpretive tools to provide insights into the market.
The collected data is further analyzed using statistical techniques such as frequency analysis, regression technique, linear logistic regression, factor analysis, and cluster analysis. The analysis was performed using the appropriate statistical software such as SPSS, SAS, and Stata to provide the best information.
TABLE OF CONTENTS
1 Executive Summary
1.1 Market Attractiveness Analysis
1.1.1 Global Data Warehouse as a Service Market, by Usage
1.1.2 Global Data Warehouse as a Service Market, by Deployment
1.1.3 Global Data Warehouse as a Service Market, by Organization Size
1.1.4 Global Data Warehouse as a Service Market, by Application
1.1.5 Global Data Warehouse as a Service Market, by Vertical
1.1.6 Data Warehouse as a Service Market, by Region
2 Scope of the Report
2.1 Market Definition
2.2 Scope of the Study
2.3 Market Structure
2.4 Key Buying Criteria
2.5 Macro Factor Indicator Analysis
3 Market Research Methodology
3.1 Research Process
3.2 Primary Research
3.3 Secondary Research
3.4 Market Size Estimation
3.5 Forecast Model
3.6 List of Assumptions
4 Market Insights
5 Industry Overview of the Global Data Warehouse as a Service Market
5.1 Introduction
5.2 Drivers
5.2.1 Regulations and Standards
5.2.2 Significant Increase in Data Volume
5.2.3 Growing Adoption of Private Cloud
5.2.4 Drivers Impact Analysis
5.3 Restraints
5.2.1 Security and Privacy Concerns
5.2.2 Restraints Impact Analysis
5.4 Opportunities
5.4.1 Increasing Demand from SME’s
5.4.2 Growing Applications across Verticals
6 Market Factor Analysis
6.1 Porter’s Five Forces Analysis
6.1.1 Threat of New Entrants
6.1.2 Bargaining Power of Suppliers
6.1.3 Bargaining Power of Buyers
6.1.4 Threat of Substitutes
6.1.4 Intensity of Rivalry
6.2 Value Chain/Supply Chain of the Global Data Warehouse as a Service Market
7. Global Data Warehouse as a Service Market, by Usage
7.1 Introduction
7.2 Data Mining
7.2.1 Market Estimates & Forecast, 2023–2030
7.2.2 Market Estimates & Forecast, by Region, 2023–2030
7.3 Reporting
7.3.1 Market Estimates & Forecast, 2023–2030
7.3.2 Market Estimates & Forecast, by Region, 2023–2030
7.4 Analytics
7.4.1 Market Estimates & Forecast, 2023–2030
7.4.2 Market Estimates & Forecast, by Region, 2023–2030
8. Global Data Warehouse as a Service Market, by Deployment Type
8.1 Introduction
8.2 Private Cloud
8.2.1 Market Estimates & Forecast, 2023–2030
8.2.2 Market Estimates & Forecast, by Region, 2023–2030
8.3 Public Cloud
8.3.1 Market Estimates & Forecast, 2023–2030
8.3.2 Market Estimates & Forecast, by Region, 2023–2030
8.4 Hybrid Cloud
8.4.1 Market Estimates & Forecast, 2023–2030
8.4.2 Market Estimates & Forecast, by Region, 2023–2030
9. Global Data Warehouse as a Service Market, by Organization Size
9.1 Introduction
9.2 Large Enterprises
9.2.1 Market Estimates & Forecast, 2023–2030
9.2.2 Market Estimates & Forecast, by Region, 2023–2030
9.3 Small and Medium-Sized Enterprises
9.3.1 Market Estimates & Forecast, 2023–2030
9.3.2 Market Estimates & Forecast, by Region, 2023–2030
10. Global Data Warehouse as a Service Market, by Application
10.1 Introduction
10.2 Fraud Detection and Threat Management
10.2.1 Market Estimates & Forecast, 2023–2030
10.2.2 Market Estimates & Forecast, by Region, 2023–2030
10.3 Supply Chain Management
10.3.1 Market Estimates & Forecast, 2023–2030
10.3.2 Market Estimates & Forecast, by Region, 2023–2030
10.4 Asset Management
10.4.1 Market Estimates & Forecast, 2023–2030
10.4.2 Market Estimates & Forecast, by Region, 2023–2030
10.5 Risk and Compliance Management
10.5.1 Market Estimates & Forecast, 2023–2030
10.5.2 Market Estimates & Forecast, by Region, 2023–2030
10.6 Customer Analytics
10.6.1 Market Estimates & Forecast, 2023–2030
10.6.2 Market Estimates & Forecast, by Region, 2023–2030
10.7 Others
10.7.1 Market Estimates & Forecast, 2023–2030
10.7.2 Market Estimates & Forecast, by Region, 2023–2030
11. Global Data Warehouse as a Service Market, by Vertical
11.1 Introduction
11.2 BFSI
11.2.1 Market Estimates & Forecast, 2023–2030
11.2.2 Market Estimates & Forecast, by Region, 2023–2030
11.3 Retail & Ecommerce
11.3.1 Market Estimates & Forecast, 2023–2030
11.3.2 Market Estimates & Forecast, by Region, 2023–2030
11.4 Telecommunication and IT
11.4.1 Market Estimates & Forecast, 2023–2030
11.4.2 Market Estimates & Forecast, by Region, 2023–2030
11.5 Healthcare and Life Sciences
11.5.1 Market Estimates & Forecast, 2023–2030
11.5.2 Market Estimates & Forecast, by Region, 2023–2030
11.6 Manufacturing and Automotive
11.6.1 Market Estimates & Forecast, 2023–2030
11.6.2 Market Estimates & Forecast, by Region, 2023–2030
11.7 Government and Public Sector
11.7.1 Market Estimates & Forecast, 2023–2030
11.7.2 Market Estimates & Forecast, by Region, 2023–2030
11.8 Travel and Hospitality
11.8.1 Market Estimates & Forecast, 2023–2030
11.8.2 Market Estimates & Forecast, by Region, 2023–2030
11.9 Media and Entertainment
11.9.1 Market Estimates & Forecast, 2023–2030
11.9.2 Market Estimates & Forecast, by Region, 2023–2030
11.10 Others
11.10.1 Market Estimates & Forecast, 2023–2030
11.10.2 Market Estimates & Forecast, by Region, 2023–2030
12. Global Data Warehouse as a Service Market, by Region
12.1 Introduction
12.2 North America
12.2.1 Market Estimates & Forecast, 2023–2030
12.2.2 Market Estimates & Forecast, by Usage, 2023–2030
12.2.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.2.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.2.5 Market Estimates & Forecast, by Application, 2023–2030
12.2.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.2.7 US
12.2.7.1 Market Estimates & Forecast, 2023–2030
12.2.7.2 Market Estimates & Forecast, by Usage, 2023–2030
12.2.7.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.2.7.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.2.7.5 Market Estimates & Forecast, by Application, 2023–2030
12.2.7.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.2.8 Canada
12.2.8.1 Market Estimates & Forecast, 2023–2030
12.2.8.2 Market Estimates & Forecast, by Usage, 2023–2030
12.2.8.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.2.8.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.2.8.5 Market Estimates & Forecast, by Application, 2023–2030
12.2.8.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.2.9 Mexico
12.2.9.1 Market Estimates & Forecast, 2023–2030
12.2.9.2 Market Estimates & Forecast, by Usage, 2023–2030
12.2.9.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.2.9.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.2.9.5 Market Estimates & Forecast, by Application, 2023–2030
12.2.9.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.3 Europe
12.3.1 Market Estimates & Forecast, 2023–2030
12.3.2 Market Estimates & Forecast, by Usage, 2023–2030
12.3.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.3.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.3.5 Market Estimates & Forecast, by Application, 2023–2030
12.3.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.3.7 Germany
12.3.7.1 Market Estimates & Forecast, 2023–2030
12.3.7.2 Market Estimates & Forecast, by Usage, 2023–2030
12.2.7.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.2.7.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.2.7.5 Market Estimates & Forecast, by Application, 2023–2030
12.2.7.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.3.8 France
12.3.8.1 Market Estimates & Forecast, 2023–2030
12.3.8.2 Market Estimates & Forecast, by Usage, 2023–2030
12.3.8.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.3.8.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.3.8.5 Market Estimates & Forecast, by Application, 2023–2030
12.3.8.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.3.9 UK
12.3.9.1 Market Estimates & Forecast, 2023–2030
12.3.9.2 Market Estimates & Forecast, by Usage, 2023–2030
12.3.9.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.3.9.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.3.9.5 Market Estimates & Forecast, by Application, 2023–2030
12.3.9.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.3.10 Rest of Europe
12.3.10.1 Market Estimates & Forecast, 2023–2030
12.3.10.2 Market Estimates & Forecast, by Usage, 2023–2030
12.3.10.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.3.10.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.3.10.5 Market Estimates & Forecast, by Application, 2023–2030
12.3.10.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.4 Asia-Pacific
12.4.1 Market Estimates & Forecast, 2023–2030
12.4.2 Market Estimates & Forecast, by Usage, 2023–2030
12.4.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.4.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.4.5 Market Estimates & Forecast, by Application, 2023–2030
12.4.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.4.7 China
12.4.7.1 Market Estimates & Forecast, 2023–2030
12.4.7.2 Market Estimates & Forecast, by Usage, 2023–2030
12.4.7.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.4.7.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.4.7.5 Market Estimates & Forecast, by Application, 2023–2030
12.4.8.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.4.8 India
12.4.8.1 Market Estimates & Forecast, 2023–2030
12.4.8.2 Market Estimates & Forecast, by Usage, 2023–2030
12.4.8.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.4.8.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.4.8.5 Market Estimates & Forecast, by Application, 2023–2030
12.4.8.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.4.9 Japan
12.4.9.1 Market Estimates & Forecast, 2023–2030
12.4.9.2 Market Estimates & Forecast, by Usage, 2023–2030
12.4.9.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.4.9.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.4.9.5 Market Estimates & Forecast, by Application, 2023–2030
12.4.9.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.4.10 Rest of Asia-Pacific
12.4.10.1 Market Estimates & Forecast, 2023–2030
12.4.10.2 Market Estimates & Forecast, by Usage, 2023–2030
12.4.10.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.4.10.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.4.10.5 Market Estimates & Forecast, by Application, 2023–2030
12.4.10.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.5 Rest of the World
12.5.1 Market Estimates & Forecast, 2023–2030
12.5.2 Market Estimates & Forecast, by Usage, 2023–2030
12.5.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.5.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.5.5 Market Estimates & Forecast, by Application, 2023–2030
12.5.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.5.7 Middle East & Africa
12.5.7.1 Market Estimates & Forecast, 2023–2030
12.5.7.2 Market Estimates & Forecast, by Usage, 2023–2030
12.5.7.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.5.7.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.5.7.5 Market Estimates & Forecast, by Application, 2023–2030
12.5.7.6 Market Estimates & Forecast, by Vertical, 2023–2030
12.5.8 South America
12.5.8.1 Market Estimates & Forecast, 2023–2030
12.5.8.2 Market Estimates & Forecast, by Usage, 2023–2030
12.5.8.3 Market Estimates & Forecast, by Deployment Mode, 2023–2030
12.5.8.4 Market Estimates & Forecast, by Organization Size, 2023–2030
12.5.8.5 Market Estimates & Forecast, by Application, 2023–2030
12.5.8.6 Market Estimates & Forecast, by Vertical, 2023–2030
13. Company Landscape
13.1 Competitive Overview
13.2 Competitor Dashboard
13.3 Major Growth Strategies in the Global Data Warehouse as a Service Market
13.4 Competitive Benchmarking
13.5 Market Share Analysis
13.6 XXXX: The leading player in terms of number of developments in the Global Data Warehouse as a Service Market
13.7 Key Developments & Growth Strategies
13.7.1 Product Launches/Service Deployment
13.7.2 Mergers & Acquisitions
13.7.3 Joint Ventures
13.7.4 Business Expansion
14. Company Profiles
14.1 Microsoft Corporation
14.1.1 Company Overview
14.1.2 Product/Business Segment Overview
14.1.3 Financial Updates
14.1.4 Key Developments
14.2 Amazon Web Services
14.2.1 Company Overview
14.2.2 Product/Business Segment Overview
14.2.3 Financial Updates
14.2.4 Key Developments
14.3 Oracle Corporation
14.3.1 Company Overview
14.3.2 Product/Business Segment Overview
14.3.3 Financial Updates
14.3.4 Key Developments
14.4 SAP SE
14.4.1 Company Overview
14.4.2 Product/Business Segment Overview
14.4.3 Financial Updates
14.4.4 Key Developments
14.5 Google
14.5.1 Company Overview
14.5.2 Product/Business Segment Overview
14.5.3 Financial Updates
14.5.4 Key Developments
14.6 IBM Corporation
14.6.1 Company Overview
14.6.2 Product/Business Segment Overview
14.6.3 Financial Updates
14.6.4 Key Developments
14.7 AtScale, Inc.
14.7.1 Company Overview
14.7.2 Product/Business Segment Overview
14.7.3 Financial Updates
14.7.4 Key Developments
14.8 Teradata Corporation
14.8.1 Company Overview
14.8.2 Product/Business Segment Overview
14.8.3 Financial Updates
14.8.4 Key Developments
14.9 Actian Corporation
14.9.1 Company Overview
14.9.2 Product/Business Segment Overview
14.9.3 Financial Updates
14.9.4 Key Developments
14.10 Hortonworks
14.10.1 Company Overview
14.10.2 Product/Business Segment Overview
14.10.3 Financial Updates
14.10.4 Key Developments
14.11 Veeva Systems Inc.
14.11.1 Company Overview
14.11.2 Product/Business Segment Overview
14.11.3 Financial Updates
14.11.4 Key Developments
14.12 Micro Focus
14.12.1 Company Overview
14.12.2 Product/Business Segment Overview
14.12.3 Financial Updates
14.12.4 Key Developments
14.13 MarkLogic Corporation
14.13.1 Company Overview
14.13.2 Product/Business Segment Overview
14.13.3 Financial Updates
14.13.4 Key Developments
14.14 Netavis Software GmbH
14.14.1 Company Overview
14.14.2 Product/Business Segment Overview
14.14.3 Financial Updates
14.14.4 Key Developments
14.15 Snowflake Inc.
14.15.1 Company Overview
14.15.2 Product/Business Segment Overview
14.15.3 Financial Updates
14.15.4 Key Developments
15 Conclusion
LIST OF TABLES
Table 1 Global Data Warehouse as a Service Market, by Region, 2023–2030
Table 2 North America: Data Warehouse as a Service Market, by Country, 2023–2030
Table 3 Europe: Data Warehouse as a Service Market, by Country, 2023–2030
Table 4 Asia-Pacific: Data Warehouse as a Service Market, by Country, 2023–2030
Table 5 Middle East & Africa: Data Warehouse as a Service Market, by Country, 2023–2030
Table 6 South America: Data Warehouse as a Service Market, by Country, 2023–2030
Table 7 Global Data Warehouse as a Service Usage Market, by Region, 2023–2030
Table 8 North America: Data Warehouse as a Service Usage Market, by Country, 2023–2030
Table 9 Europe: Data Warehouse as a Service Usage Market, by Country, 2023–2030
Table10 Asia-Pacific: Data Warehouse as a Service Usage Market, by Country, 2023–2030
Table11 Middle East & Africa: Data Warehouse as a Service Usage Market, by Country, 2023–2030
Table12 South America: Data Warehouse as a Service Usage Market, by Country, 2023–2030
Table13 Global Data Warehouse as a Service Deployment Mode Market, by Region, 2023–2030
Table14 North America: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030
Table15 Europe: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030
Table16 Asia-Pacific: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030
Table17 Middle East & Africa: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030
Table18 South America: Data Warehouse as a Service Deployment Mode Market, by Country, 2023–2030
Table19 Global Data Warehouse as a Service Vertical Market, by Region, 2023–2030
Table20 North America: Data Warehouse as a Service Vertical Market, by Country, 2023–2030
Table21 Europe: Data Warehouse as a Service Vertical Market, by Country, 2023–2030
Table22 Asia-Pacific: Data Warehouse as a Service Vertical Market, by Country, 2023–2030
Table23 Middle East & Africa: Data Warehouse as a Service Vertical Market, by Country, 2023–2030
Table24 South America: Data Warehouse as a Service Vertical Market, by Country, 2023–2030
Table25 Global Data Warehouse as a Service Usage Market, by Region, 2023–2030
Table26 Global Data Warehouse as a Service Deployment Type Market, by Region, 2023–2030
Table27 Global Data Warehouse as a Service Vertical Market, by Region, 2023–2030
Table28 North America: Data Warehouse as a Service Market, by Country
Table29 North America: Data Warehouse as a Service Market, by Usage
Table30 North America: Data Warehouse as a Service Market, by Deployment Type
Table31 North America: Data Warehouse as a Service Market, by Vertical
Table32 Europe: Data Warehouse as a Service Market, by Country
Table33 Europe: Data Warehouse as a Service Market, by Usage
Table34 Europe: Data Warehouse as a Service Market, by Deployment Type
Table 35 Europe: Data Warehouse as a Service Market, by Vertical
Table36 Asia-Pacific: Data Warehouse as a Service Market, by Country
Table37 Asia-Pacific: Data Warehouse as a Service Market, by Usage
Table38 Asia-Pacific: Data Warehouse as a Service Market, by Deployment Type
Table 39 Asia-Pacific: Data Warehouse as a Service Market, by Vertical
Table40 Middle East & Africa: Data Warehouse as a Service Market, by Country
Table41 Middle East & Africa: Data Warehouse as a Service Market, by Usage
Table42 Middle East & Africa: Data Warehouse as a Service Market, by Deployment Type
Table43 Middle East & Africa: Data Warehouse as a Service Market, by Vertical
Table44 South America: Data Warehouse as a Service Market, by Country
Table45 South America: Data Warehouse as a Service Market, by Usage
Table46 South America: Data Warehouse as a Service Market, by Deployment Type
Table47 South America: Data Warehouse as a Service Market, by Vertical
LIST OF FIGURES
FIGURE 1 Global Data Warehouse as a Service Market Segmentation
FIGURE 2 Forecast Methodology
FIGURE 3 Porter’s Five Forces Analysis of the Global Data Warehouse as a Service Market
FIGURE 4 Value Chain of the Global Data Warehouse as a Service Market
FIGURE 5 Share of the Global Data Warehouse as a Service Market, by Country, 2023 (in %)
FIGURE 6 Global Data Warehouse as a Service Market, 2023–2030
FIGURE 7 Sub-Segments of Usage
FIGURE 8 Global Data Warehouse as a Service Market Size, by Usage, 2023
FIGURE 9 Share of the Global Data Warehouse as a Service Market, by Usage, 2023–2030
FIGURE 10 Global Data Warehouse as a Service Market Size, by Deployment Type, 2023
FIGURE 11 Share of the Global Data Warehouse as a Service Market, by Deployment Type, 2023–2030
FIGURE 12 Global Data Warehouse as a Service Market Size, by Vertical, 2023–2030
FIGURE 13 Share of Global Data Warehouse as a Service Market, by Vertical, 2023–2030
Senior Research Analyst Ankit gupta is an analyst in market research industry in ict and semi industry. with post-graduation in "telecom and marketing management" and graduation in "electronics and telecommunication" vertical he is well versed with recent development in ict industry as a whole. having worked on more than 150+ reports including consultation for fortune 500 companies such as microsoft and rio tinto in identifying solutions with respect to business problems his opinions are inclined towards mixture of technical and managerial aspects.
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