Research Methodology on Cloud Database Market
The research methodology followed in this report is a combination of primary and secondary research methodologies. The information collected through this in-depth study is sourced through and supported by interviews and discussions with various industry stakeholders such as policyholders, brokers, insurers, reinsurers, regulators, and government organizations.
Secondary research
Secondary research is the process of collecting data from reliable external sources and reviewing available data sources to triangulate the data required for the research. Our team conducted secondary research by gathering information from the government website and newspaper, magazines, journals, databases reports, market publications, company annual reports, and web portals.
Primary research
Primary research is the process of collecting primary data by conducting interviews, surveys, and key opinion leaders (KOL). Our research team reached out to key opinion leaders (KOL) and industry players to get an in-depth view of their opinions on the Cloud Database Market. Interviews were conducted with product suppliers and system integrators so that the information obtained could be verified and cross-checked.
Approaches used
The following approaches were used in this report:
Bottom-up approach: In this approach, the individual market size of the identified countries was considered and then a market forecast was done by considering the individual countries opportunity.
Top-down approach: In this approach, the overall level of the identified market was assessed to provide a market forecast till 2030.
Factor analysis: This approach includes a detailed analysis of key growth drivers, restraints and their overall impact on the Market. This approach also includes an analysis of the market opportunities available and an evaluation of the competitive landscape to understand the key competitive factors such as strengths and weaknesses of the competitors.
Time-series analysis: This approach was used to anticipate the market trend over the forecast period 2023 to 2030.
Demand side and supply side data Triangulation: Different datasets including market sizing data, market potential, market trends, and macro-economic factors were collected and collated to get a comprehensive market view.
Data gathering and analysis
We conducted both primary and secondary data gathering and analysis for this report. Our team of experienced experts and analysts used notable market intelligence platforms such as Factiva, Bloomberg, Hoovers, Business Source Premier, and Capital One Analytic to research and analyze the data required for the report. We also reached out to industry experts and policymakers to get an in-depth understanding of the market.
We used cost comparison, data triangulation, ratio analysis, regression analysis, time-series analysis, and top-down and bottom-up approaches to analyze and calculate the Carbon Monoxide Detectors market size for the period of 2023-2030. Our analysts followed a three-step process to validate the data collected for the report.
The first step involved the collection of raw data from sources such as press releases, publications, government sources, and other databases.
The second step involved the analysis and validation of the raw data collected. The experts analyzed the data by verifying it from primary and secondary sources, and by understanding macro and micro-economic factors.
The third step involved the report generation process. Data were organized and written in report form according to the client’s requirements and company guidelines.
Our research methodology is backed by data from various reliable and authentic sources. The sources used for the report include commercial databases, government websites, company annual reports, and industry portals. Various methods such as industry surveys, industry forums, interviews with industry experts and market surveys were employed to gather information and insights into the market.
Data analysis
The research process followed in this report is a combination of primary and secondary research. The data collected and used in this report is based on secondary research and primary research. The team of experts have conducted triangulation and analysis with the help of market experts, and primary and secondary research, and is involved in deep discussions with key participants in the market.
Primary research was conducted with editors from prominent and leading companies. Consumption data and taxation from the market simulation model were derived from interviews, surveys and discussions. The secondary research was conducted to validate the assumptions drawn from the primary research.
The data gathered in this report was verified with the help of market experts and involved in various types of interviews. The market experts were briefed about the objectives of the report and their valuable inputs and expertise in the field was sought regarding the assessed market and statistics derived.
Primary research also included interviews with stakeholders, editors, and distributors. This information was verified and summarized in a comprehensive format by several data synthesis techniques and tools such as clustering analysis and trend analysis.
The market estimates and forecasts have been verified through exhaustive primary research with key industry experts, such as CEOs, vice presidents, directors and market research professionals. The primary research is conducted in parallel to the secondary research. Secondary research includes the Explore Able Global and Regional insight, which lists the information on market size, market structure, and market trends.
The data collation, model building and validation techniques used for the market study are a combination of bottom-up and top-down approaches. Data triangulation and market breakdown procedures were used to complete and validate the market engineering process and calculate the market size and forecasts till 2030. It is important to note that in an ever-fluctuating global economy, we not only conduct forecasts in terms of CAGR but also analyse the market based on key parameters such as Y-o-Y growth rates, absolute dollar opportunity and other macroeconomic indicators.
The overall market is segregated into segments and afterwards analysed to acquire granular insight. We utilize factor analysis, demand side and supply side data, time series analysis and Y-o-Y growth rates to obtain a detailed insight into the market and determine prospects in the market. Finally, the report presents a blended representation of the sector through the combined qualitative and quantitative analysis of the market data.
We also recognize important trends and market dynamics, customer preferences, technological advancements and critical success factors for vendors operating in the overcrowded market. We have also estimated the expected market concentration in the different application segments.
The data collected and validated through this research report is intended to enable our clients to develop fact-based business strategies, benchmark their competitive standing, differentiate their services and offerings and, most importantly, gain a competitive edge. The cloud database market report consequently presents a detailed analysis of the key factors impacting the market. The key players, their product launches, mergers and acquisitions, strategic alliances in the market and market players, as well as the emerging and existing technological trends and opportunities in the market are further identified using primary and secondary research techniques.
TABLE OF CONTENTS
1 Executive Summary
2 Scope of the Report
2.1 Market Definition
2.2 Scope of the Study
2.2.1 Research Objectives
2.2.2 Assumptions & Limitations
2.3 Markets Structure
3 Market Research Methodology
3.1 Research Process
3.2 Secondary Research
3.3 Primary Research
3.4 Forecast Model
4 Market Landscape
4.1 Porter’s Five Forces Analysis
4.1.1 Threat of New Entrants
4.1.2 Bargaining power of buyers
4.1.3 Threat of substitutes
4.1.4 Segment rivalry
4.1.5 Bargaining power of suppliers
4.2 Value Chain/Supply Chain of Cloud Database Market
5 Industry Overview of Cloud Database Market
5.1 Introduction
5.2 Growth Drivers
5.3 Impact analysis
5.4 Market Challenges
6 Market Trends
6.1 Introduction
6.2 Growth Trends
6.3 Impact analysis
7. Cloud Database Market by Database
7.1 Introduction
7.2 SQL
7.2.1 Market Estimates & Forecast, 2020–2027
7.2.2 Market Estimates & Forecast by Region, 2020–2027
7.3 NoSQL
7.3.1 Market Estimates & Forecast, 2020–2027
7.3.2 Market Estimates & Forecast by Region, 2020–2027
8. Cloud Database Market by Model
8.1 Introduction
8.2 Service Model
8.2.1 Market Estimates & Forecast, 2020–2027
8.2.2 Market Estimates & Forecast by Region, 2020–2027
8.2.3 Public Cloud
8.2.3.1 Market Estimates & Forecast, 2020–2027
8.2.3.2 Market Estimates & Forecast by Region, 2020–2027
8.2.4 Private Cloud
8.2.4.1 Market Estimates & Forecast, 2020–2027
8.2.4.2 Market Estimates & Forecast by Region, 2020–2027
8.2.5 Virtual Private Cloud
8.2.5.1 Market Estimates & Forecast, 2020–2027
8.2.5.2 Market Estimates & Forecast by Region, 2020–2027
8.2.6 Hybrid Cloud
8.2.6.1 Market Estimates & Forecast, 2020–2027
8.2.6.2 Market Estimates & Forecast by Region, 2020–2027
8.3 Deployment model
8.3.1 Market Estimates & Forecast, 2020–2027
8.3.2 Market Estimates & Forecast by Region, 2020–2027
8.3.3 Database as a Service (DBaaS)
8.3.3.1 Market Estimates & Forecast, 2020–2027
8.3.3.2 Market Estimates & Forecast by Region, 2020–2027
8.3.4 Platform as a Service (PaaS)
8.3.4.1 Market Estimates & Forecast, 2020–2027
8.3.4.2 Market Estimates & Forecast by Region, 2020–2027
8.3.5 Infrastructure as a Service (IaaS)
8.3.5.1 Market Estimates & Forecast, 2020–2027
8.3.5.2 Market Estimates & Forecast by Region, 2020–2027
9. Cloud Database Market by Component
9.1 Introduction
9.2 Software
9.2.1 Market Estimates & Forecast, 2020–2027
9.2.2 Market Estimates & Forecast by Region, 2020–2027
9.2.3 Database Encryption
9.2.3.1 Market Estimates & Forecast, 2020–2027
9.2.3.2 Market Estimates & Forecast by Region, 2020–2027
9.2.4 Backup and Recovery
9.2.4.1 Market Estimates & Forecast, 2020–2027
9.2.4.2 Market Estimates & Forecast by Region, 2020–2027
9.2.5 Data Scaling and Replication
9.2.5.1 Market Estimates & Forecast, 2020–2027
9.2.5.2 Market Estimates & Forecast by Region, 2020–2027
9.2.6 Database Application Builder
9.2.6.1 Market Estimates & Forecast, 2020–2027
9.2.6.2 Market Estimates & Forecast by Region, 2020–2027
9.2.7 Others
9.2.7.1 Market Estimates & Forecast, 2020–2027
9.2.7.2 Market Estimates & Forecast by Region, 2020–2027
9.3 Service
9.3.1 Market Estimates & Forecast, 2020–2027
9.3.2 Market Estimates & Forecast by Region, 2020–2027
9.3.3 Training and Consulting Service
9.3.3.1 Market Estimates & Forecast, 2020–2027
9.3.3.2 Market Estimates & Forecast by Region, 2020–2027
9.3.4 System and Network Integration Service
9.3.4.1 Market Estimates & Forecast, 2020–2027
9.3.4.2 Market Estimates & Forecast by Region, 2020–2027
9.3.5 Deployment and Maintenance Service
9.3.5.1 Market Estimates & Forecast, 2020–2027
9.3.5.2 Market Estimates & Forecast by Region, 2020–2027
10. Cloud Database Market by Organization Size
10.1 Introduction
10.2 Large Enterprise
10.2.1 Market Estimates & Forecast, 2020–2027
10.2.2 Market Estimates & Forecast by Region, 2020–2027
10.3 Small and Medium-Sized Enterprise
10.3.1 Market Estimates & Forecast, 2020–2027
10.3.2 Market Estimates & Forecast by Region, 2020–2027
11. Cloud Database Market by End-User
11.1 Introduction
11.2 BFSI
11.2.1 Market Estimates & Forecast, 2020–2027
11.2.2 Market Estimates & Forecast by Region, 2020–2027
11.3 Healthcare
11.3.1 Market Estimates & Forecast, 2020–2027
11.3.2 Market Estimates & Forecast by Region, 2020–2027
11.4 IT and Telecom
11.4.1 Market Estimates & Forecast, 2020–2027
11.4.2 Market Estimates & Forecast by Region, 2020–2027
11.5 Government
11.5.1 Market Estimates & Forecast, 2020–2027
11.5.2 Market Estimates & Forecast by Region, 2020–2027
11.6 Academic
11.6.1 Market Estimates & Forecast, 2020–2027
11.6.2 Market Estimates & Forecast by Region, 2020–2027
11.7 Others
11.7.1 Market Estimates & Forecast, 2020–2027
11.7.2 Market Estimates & Forecast by Region, 2020–2027
12. Cloud Database Market by Region
12.1 Introduction
12.2 North America
12.2.1 Market Estimates & Forecast, 2020–2027
12.2.2 Market Estimates & Forecast by Database, 2020–2027
12.2.3 Market Estimates & Forecast by Model, 2020–2027
12.2.4 Market Estimates & Forecast by Component, 2020–2027
12.2.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.2.6 Market Estimates & Forecast by End-User, 2020–2027
12.2.7 US
12.2.7.1 Market Estimates & Forecast, 2020–2027
12.2.7.2 Market Estimates & Forecast by Database, 2020–2027
12.2.7.3 Market Estimates & Forecast by Model, 2020–2027
12.2.7.4 Market Estimates & Forecast by Component, 2020–2027
12.2.7.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.2.7.6 Market Estimates & Forecast by End-User, 2020–2027
12.2.8 Canada
12.2.8.1 Market Estimates & Forecast, 2020–2027
12.2.8.2 Market Estimates & Forecast by Database, 2020–2027
12.2.8.3 Market Estimates & Forecast by Model, 2020–2027
12.2.8.4 Market Estimates & Forecast by Component, 2020–2027
12.2.8.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.2.8.6 Market Estimates & Forecast by End-User, 2020–2027
12.2.9 Mexico
12.2.9.1 Market Estimates & Forecast, 2020–2027
12.2.9.2 Market Estimates & Forecast by Database, 2020–2027
12.2.9.3 Market Estimates & Forecast by Model, 2020–2027
12.2.9.4 Market Estimates & Forecast by Component, 2020–2027
12.2.9.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.2.9.6 Market Estimates & Forecast by End-User, 2020–2027
12.3 Europe
12.3.1 Market Estimates & Forecast, 2020–2027
12.3.2 Market Estimates & Forecast by Database, 2020–2027
12.3.3 Market Estimates & Forecast by Model, 2020–2027
12.3.4 Market Estimates & Forecast by Component, 2020–2027
12.3.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.3.6 Market Estimates & Forecast by End-User, 2020–2027
12.3.7 Germany
12.3.7.1 Market Estimates & Forecast, 2020–2027
12.3.7.2 Market Estimates & Forecast by Database, 2020–2027
12.3.7.3 Market Estimates & Forecast by Model, 2020–2027
12.3.7.4 Market Estimates & Forecast by Component, 2020–2027
12.3.7.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.3.7.6 Market Estimates & Forecast by End-User, 2020–2027
12.3.8 France
12.3.8.1 Market Estimates & Forecast, 2020–2027
12.3.8.2 Market Estimates & Forecast by Database, 2020–2027
12.3.8.3 Market Estimates & Forecast by Model, 2020–2027
12.3.8.4 Market Estimates & Forecast by Component, 2020–2027
12.3.8.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.3.8.6 Market Estimates & Forecast by End-User, 2020–2027
12.3.9 Italy
12.3.9.1 Market Estimates & Forecast, 2020–2027
12.3.9.2 Market Estimates & Forecast by Database, 2020–2027
12.3.9.3 Market Estimates & Forecast by Model, 2020–2027
12.3.9.4 Market Estimates & Forecast by Component, 2020–2027
12.3.9.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.3.9.6 Market Estimates & Forecast by End-User, 2020–2027
12.3.10 Spain
12.3.10.1 Market Estimates & Forecast, 2020–2027
12.3.10.2 Market Estimates & Forecast by Database, 2020–2027
12.3.10.3 Market Estimates & Forecast by Model, 2020–2027
12.3.10.4 Market Estimates & Forecast by Component, 2020–2027
12.3.10.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.3.10.6 Market Estimates & Forecast by End-User, 2020–2027
12.3.11 UK
12.3.11.1 Market Estimates & Forecast, 2020–2027
12.3.11.2 Market Estimates & Forecast by Database, 2020–2027
12.3.11.3 Market Estimates & Forecast by End-User, 2020–2027
12.3.11.4 Market Estimates & Forecast by Component, 2020–2027
12.3.11.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.3.11.6 Market Estimates & Forecast by End-User, 2020–2027
12.4 Asia-Pacific
12.4.1 Market Estimates & Forecast, 2020–2027
12.4.2 Market Estimates & Forecast by Database, 2020–2027
12.4.3 Market Estimates & Forecast by Model, 2020–2027
12.4.4 Market Estimates & Forecast by Component, 2020–2027
12.4.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.4.6 Market Estimates & Forecast by End-User, 2020–2027
12.4.7 China
12.4.7.1 Market Estimates & Forecast, 2020–2027
12.4.7.2 Market Estimates & Forecast by Database, 2020–2027
12.4.7.3 Market Estimates & Forecast by Model, 2020–2027
12.4.7.4 Market Estimates & Forecast by Component, 2020–2027
12.4.7.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.4.7.6 Market Estimates & Forecast by End-User, 2020–2027
12.4.8 India
12.4.8.1 Market Estimates & Forecast, 2020–2027
12.4.8.2 Market Estimates & Forecast by Database, 2020–2027
12.4.8.3 Market Estimates & Forecast by Model, 2020–2027
12.4.8.4 Market Estimates & Forecast by Component, 2020–2027
12.4.8.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.4.8.6 Market Estimates & Forecast by End-User, 2020–2027
12.4.9 Japan
12.4.9.1 Market Estimates & Forecast, 2020–2027
12.4.9.2 Market Estimates & Forecast by Database, 2020–2027
12.4.9.3 Market Estimates & Forecast by Model, 2020–2027
12.4.9.4 Market Estimates & Forecast by Component, 2020–2027
12.4.9.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.4.9.6 Market Estimates & Forecast by End-User, 2020–2027
12.4.10 Rest of Asia-Pacific
12.4.10.1 Market Estimates & Forecast, 2020–2027
12.4.10.2 Market Estimates & Forecast by Database, 2020–2027
12.4.10.3 Market Estimates & Forecast by Model, 2020–2027
12.4.10.4 Market Estimates & Forecast by Component, 2020–2027
12.4.10.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.4.10.6 Market Estimates & Forecast by End-User, 2020–2027
12.5 Rest of the World
12.5.1 Market Estimates & Forecast, 2020–2027
12.5.2 Market Estimates & Forecast by Database, 2020–2027
12.5.3 Market Estimates & Forecast by Model, 2020–2027
12.5.4 Market Estimates & Forecast by Component, 2020–2027
12.5.5 Market Estimates & Forecast by Organization Size, 2020–2027
12.5.6 Market Estimates & Forecast by End-User, 2020–2027
12.5.7 Middle East & Africa
12.5.7.1 Market Estimates & Forecast by Database, 2020–2027
12.5.7.2 Market Estimates & Forecast by Model, 2020–2027
12.5.7.3 Market Estimates & Forecast by Component, 2020–2027
12.5.7.4 Market Estimates & Forecast by Organization Size, 2020–2027
12.5.7.5 Market Estimates & Forecast by End-User, 2020–2027
12.5.8 Latin America
12.5.8.1 Market Estimates & Forecast by Database, 2020–2027
12.5.8.2 Market Estimates & Forecast by Model, 2020–2027
12.5.8.3 Market Estimates & Forecast by Component, 2020–2027
12.5.8.4 Market Estimates & Forecast by Organization Size, 2020–2027
12.5.8.5 Market Estimates & Forecast by End-User, 2020–2027
13. Company Landscape
14. Company Profiles
14.1 Google Inc.
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.com
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
14.3.1 Company Overview
14.3.2 Product/Business Segment Overview
14.3.3 Financial Updates
14.3.4 Key Developments
14.4 Microsoft
14.4.1 Company Overview
14.4.2 Product/Business Segment Overview
14.4.3 Financial Updates
14.4.4 Key Developments
14.5 IBM
14.5.1 Company Overview
14.5.2 Product/Business Segment Overview
14.5.3 Financial Updates
14.5.4 Key Developments
14.6 Salesforce.com Inc.
14.6.1 Company Overview
14.6.2 Product/Business Segment Overview
14.6.3 Financial Updates
14.6.4 Key Developments
14.7 Rackspace 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 SAP AG
14.8.1 Company Overview
14.8.2 Product/Business Segment Overview
14.8.3 Financial Updates
14.8.4 Key Developments
14.9 CenturyLink
14.9.1 Company Overview
14.9.2 Product/Business Segment Overview
14.9.3 Financial Updates
14.9.4 Key Developments
14.10 CSC (Computer Science Corporation)
14.10.1 Company Overview
14.10.2 Product/Business Segment Overview
14.10.3 Financial Updates
14.10.4 Key Developments
15 Conclusion
List of Tables
Table 1 Global Cloud Database Market, by Region, 2020–2027
Table 2 North America: Cloud Database Market, by Country, 2020–2027
Table 3 Europe: Cloud Database Market, by Country, 2020–2027
Table 4 Asia-Pacific: Cloud Database Market, by Country, 2020–2027
Table 5 Rest of the World: Cloud Database Market, by Country, 2020–2027
Table 6 Global Cloud Database Type Market, by Database, 2020–2027
Table 7 North America: Cloud Database Type Market, by Database, 2020–2027
Table 8 Europe: Cloud Database Type Market, by Database, 2020–2027
Table 9 Asia-Pacific: Cloud Database Type Market, by Database, 2020–2027
Table10 Rest of the World: Cloud Database Type Market, by Database, 2020–2027
Table11 Global Cloud Database Application Market, by Model, 2020–2027
Table12 North America: Cloud Database Application Market, by Model, 2020–2027
Table13 Europe: Cloud Database Application Market, by Model, 2020–2027
Table14 Asia-Pacific: Cloud Database Application Market, by Model, 2020–2027
Table15 Rest of the World: Cloud Database Application Market, by Model, 2020–2027
Table16 Global Cloud Database Application Market, by Component, 2020–2027
Table17 North America: Cloud Database Application Market, by Component, 2020–2027
Table18 Europe: Cloud Database Application Market, by Component, 2020–2027
Table19 Asia-Pacific: Cloud Database Application Market, by Component, 2020–2027
Table20 Rest of the World: Cloud Database Application Market, by Component, 2020–2027
Table21 Global Cloud Database Application Market, by Organization Size, 2020–2027
Table22 North America: Cloud Database Application Market, by Organization Size, 2020–2027
Table23 Europe: Cloud Database Application Market, by Organization Size, 2020–2027
Table24 Asia-Pacific: Cloud Database Application Market, by Organization Size, 2020–2027
Table25 Rest of the World: Cloud Database Application Market, by Organization Size, 2020–2027
Table26 Global Cloud Database Application Market, by End-User, 2020–2027
Table27 North America: Cloud Database Application Market, by End-User, 2020–2027
Table28 Europe: Cloud Database Application Market, by End-User, 2020–2027
Table29 Asia-Pacific: Cloud Database Application Market, by End-User, 2020–2027
Table30 Rest of the World: Cloud Database Application Market, by End-User, 2020–2027
Table31 Global Services Market, by Region, 2020–2027
Table32 North America: Cloud Database Market, by Country
Table33 North America: Cloud Database Market, By Database
Table34 North America: Cloud Database Market, By Model
Table35 North America: Cloud Database Market, By Component
Table36 North America: Cloud Database Market, By Organization Size
Table37 North America: Cloud Database Market, By End-User
LIST OF FIGURES
FIGURE 1 Global Cloud Database Market Segmentation
FIGURE 2 Forecast Methodology
FIGURE 3 Porter’s Five Forces Analysis of Global Cloud Database Market
FIGURE 4 Value Chain of Global Cloud Database Market
FIGURE 5 Share of Cloud Database Market in 2020, by Country (in %)
FIGURE 6 Global Cloud Database Market, 2020–2027,
FIGURE 7 Global Cloud Database Market size by Database, 2020–2027
FIGURE 8 Share of Global Cloud Database Market by Database, (in %)
FIGURE 9 Global Cloud Database Market size by Model, 2020–2027
FIGURE 10 Share of Global Cloud Database Market by Model, (in %)
FIGURE 11 Global Cloud Database Market size by Component, 2020–2027
FIGURE 12 Share of Global Cloud Database Market by Component, (in %)
FIGURE 13 Global Cloud Database Market size by Organization Size, 2020–2027
FIGURE 14 Share of Global Cloud Database Market by Organization Size, (in %)
FIGURE 15 Global Cloud Database Market size by End-User, 2020–2027
FIGURE 16 Share of Global Cloud Database Market by End-User, (in %)
Research Analyst Level II With a technical background in information technology & semiconductors, shubham has 4.5+ years of experience in market research and analytics with the tasks of data mining, analysis, and project execution. he is the poc for our clients, for their consulting projects running under the ict/semiconductor domain. shubham holds a bachelor’s in information and technology and a master of business administration (mba). shubham has executed over 150 research projects for our clients under the brand name market research future in the last 2 years. his core skill is building the research respondent relation for gathering the primary information from industry and market estimation for niche markets. he is having expertise in conducting secondary & primary research, market estimations, market projections, competitive analysis, analysing current market trends and market dynamics, deep-dive analysis on market scenarios, consumer behaviour, technological impact analysis, consulting, analytics, etc. he has worked on fortune 500 companies' syndicate and consulting projects along with several government projects. he has worked on the projects of top tech brands such as ibm, google, microsoft, aws, meta, oracle, cisco systems, samsung, accenture, vmware, schneider electric, dell, hp, ericsson, and so many others. he has worked on metaverse, web 3.0, zero-trust security, cyber-security, blockchain, quantum computing, robotics, 5g technology, high-performance computing, data centers, ai, automation, it equipment, sensors, semiconductors, consumer electronics and so many tech domain projects.
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