Artificial Intelligence in Education Market Segmentation
Artificial Intelligence in Education Application Outlook (USD Billion, 2019-2030)
Content Delivery Systems
Artificial Intelligence in Education Technology Outlook (USD Billion, 2019-2030)
Machine Learning
Natural Learning Process
Artificial Intelligence in Education Deployment Type Outlook (USD Billion, 2019-2030)
On-Cloud
On-Premise
Artificial Intelligence in Education Component Outlook (USD Billion, 2019-2030)
Service
Software
Artificial Intelligence in Education Regional Outlook (USD Billion, 2019-2030)
North America Outlook (USD Billion, 2019-2030)
North America Artificial Intelligence in Education by Application
Content Delivery Systems
North America Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
North America Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
North America Artificial Intelligence in Education by Component
Service
Software
US Outlook (USD Billion, 2019-2030)
US Artificial Intelligence in Education by Application
Content Delivery Systems
US Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
US Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
US Artificial Intelligence in Education by Component
Service
Software
CANADA Outlook (USD Billion, 2019-2030)
CANADA Artificial Intelligence in Education by Application
Content Delivery Systems
CANADA Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
CANADA Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
CANADA Artificial Intelligence in Education by Component
Service
Software
Europe Outlook (USD Billion, 2019-2030)
Europe Artificial Intelligence in Education by Application
Content Delivery Systems
Europe Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Europe Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Europe Artificial Intelligence in Education by Component
Service
Software
Germany Outlook (USD Billion, 2019-2030)
Germany Artificial Intelligence in Education by Application
Content Delivery Systems
Germany Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Germany Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Germany Artificial Intelligence in Education by Component
Service
Software
France Outlook (USD Billion, 2019-2030)
France Artificial Intelligence in Education by Application
Content Delivery Systems
France Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
France Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
France Artificial Intelligence in Education by Component
Service
Software
UK Outlook (USD Billion, 2019-2030)
UK Artificial Intelligence in Education by Application
Content Delivery Systems
UK Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
UK Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
UK Artificial Intelligence in Education by Component
Service
Software
ITALY Outlook (USD Billion, 2019-2030)
ITALY Artificial Intelligence in Education by Application
Content Delivery Systems
ITALY Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
ITALY Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
ITALY Artificial Intelligence in Education by Component
Service
Software
SPAIN Outlook (USD Billion, 2019-2030)
Spain Artificial Intelligence in Education by Application
Content Delivery Systems
Spain Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Spain Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Spain Artificial Intelligence in Education by Component
Service
Software
Rest Of Europe Outlook (USD Billion, 2019-2030)
Rest Of Europe Artificial Intelligence in Education by Application
Content Delivery Systems
REST OF EUROPE Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
REST OF EUROPE Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
REST OF EUROPE Artificial Intelligence in Education by Component
Service
Software
Asia-Pacific Outlook (USD Billion, 2019-2030)
Asia-Pacific Artificial Intelligence in Education by Application
Content Delivery Systems
Asia-Pacific Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Asia-Pacific Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Asia-Pacific Artificial Intelligence in Education by Component
Service
Software
China Outlook (USD Billion, 2019-2030)
China Artificial Intelligence in Education by Application
Content Delivery Systems
China Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
China Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
China Artificial Intelligence in Education by Component
Service
Software
Japan Outlook (USD Billion, 2019-2030)
Japan Artificial Intelligence in Education by Application
Content Delivery Systems
Japan Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Japan Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Japan Artificial Intelligence in Education by Component
Service
Software
India Outlook (USD Billion, 2019-2030)
India Artificial Intelligence in Education by Application
Content Delivery Systems
India Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
India Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
India Artificial Intelligence in Education by Component
Service
Software
Australia Outlook (USD Billion, 2019-2030)
Australia Artificial Intelligence in Education by Application
Content Delivery Systems
Australia Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Australia Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Australia Artificial Intelligence in Education by Component
Service
Software
Rest of Asia-Pacific Outlook (USD Billion, 2019-2030)
Rest of Asia-Pacific Artificial Intelligence in Education by Application
Content Delivery Systems
Rest of Asia-Pacific Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Rest of Asia-Pacific Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Rest of Asia-Pacific Artificial Intelligence in Education by Component
Service
Software
Rest of the World Outlook (USD Billion, 2019-2030)
Rest of the World Artificial Intelligence in Education by Application
Content Delivery Systems
Rest of the World Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Rest of the World Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Rest of the World Artificial Intelligence in Education by Component
Service
Software
Middle East Outlook (USD Billion, 2019-2030)
Middle East Artificial Intelligence in Education by Application
Content Delivery Systems
Middle East Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Middle East Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Middle East Artificial Intelligence in Education by Component
Service
Software
Africa Outlook (USD Billion, 2019-2030)
Africa Artificial Intelligence in Education by Component
Content Delivery Systems
Africa Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Africa Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Africa Artificial Intelligence in Education by Component
Service
Software
Latin America Outlook (USD Billion, 2019-2030)
Latin America Artificial Intelligence in Education by Component
Content Delivery Systems
Latin America Artificial Intelligence in Education by Technology
Machine Learning
Natural Learning Process
Latin America Artificial Intelligence in Education by Deployment Type
On-Cloud
On-Premise
Latin America Artificial Intelligence in Education by Component
Service
Software
Research Methodology on Artificial Intelligence Education Market
Market Research Future (MRFR) has enabled a well-structured research method to provide a concise and detailed analysis of the artificial intelligence (AI) education market. This report is the result of extensive primary and secondary research, which relies upon industry publications, government data, internal data, and external databases. After obtaining the data and including various opinions from industry experts and opinion leaders, an extensive assessment of the market and its encompassing dynamics were formulated.
MRFR strives to cover the market from various perspectives to provide its clients with an in-depth view of the market. Our research is based on an analysis of the current market trends, technology analysis, regional trends and industry competencies, which were combined with a knowledgeable understanding of the market to influence the forecasts. Various factor analyses covered in the primary research consist of market drivers, restraints, opportunities, and challenges.
The demand-side data of the market is based on the evaluation of several panels of consumers and industry experts to deliver over-arching insights on the market. SWOT analysis was applied to deliver newer forms of data points, which focus on the market potential and new areas of growth.
MRFR conducted a thorough analysis of the market through Porter’s Five Forces Analysis, market attractiveness analysis, correlation analysis, competitive landscape analysis, and other strategic market analyses. Data collected from reliable sources include figures, facts, and data points gathered from authoritative secondary sources and in-house proprietary databases.
MRFR used the top-down and bottom-up approaches to model the AI education market. The major participants of the market were considered for their opinions on the expected market changes. This helps estimate the market size for the top segments of the global AI education market for the forecast period. The market size is then verified through various primary sources including business experts and industry professionals.
MRFR took into account industry trends and factors that are regularly changing throughout the years. The analysis to identify market size, regional demand analysis & opportunity assessment, and competitive landscape analysis on the AI education market is done.
The research methodology involves the use of efficient and reliable research techniques such as interviews, surveys, and focus groups. It also involves visits to educational institutions, companies, and research centres to assess AI usage in education. This serves to aid the research team in understanding the dynamics of the industry. Further, industry experts and analysts had been contacted, who provide a clear understanding of the evolution of the industry.
Further, we conducted qualitative and quantitative analyses by processing the collected data and combining it with secondary research. This helped in arriving at market estimates and also understanding nuances that have an impact on the threat opportunities and/or restraints present in the market. To enhance the accuracy of the data collected, various analytical tools such as PESTLE analysis, SWOT analysis, and gap analysis were employed. The regional and global market is highly segmented, and MRFR employed top-down and bottom-up approaches to obtain market forecasts.
Ultimately, the analysis was based on extensive primary and secondary data sources covering historical and current performance and key forecast factors. Comprehensive data from these sources is used to deliberate and construct market estimates and figures for the upcoming years.
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 Rivalry
4.1.5 Bargaining Power of Suppliers
4.2 Value Chain/Supply Chain of AI in Education Market
5 Market Overview of AI in Education
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. AI in Education by Deployment
7.1 Introduction
7.2 On-Premise
7.2.1 Market Estimates & Forecast, 2023–2030
7.2.2 Market Estimates & Forecast by Region, 2023–2030
7.3 On-Cloud
7.3.1 Market Estimates & Forecast, 2023–2030
7.3.2 Market Estimates & Forecast by Region, 2023–2030
8. AI in Education Market by Component
8.1 Introduction
8.2 Software
8.2.1 Market Estimates & Forecast, 2023–2030
8.2.2 Market Estimates & Forecast by Region, 2023–2030
8.3 Applications
8.3.1 Market Estimates & Forecast, 2023–2030
8.3.2 Market Estimates & Forecast by Region, 2023–2030
9. AI in Education Market by Technology
9.1 Introduction
9.2 Machine Learning
9.2.1 Market Estimates & Forecast, 2023–2030
9.2.2 Market Estimates & Forecast by Region, 2023–2030
9.3 Natural Learning Process (NLP)
9.3.1 Market Estimates & Forecast, 2023–2030
9.3.2 Market Estimates & Forecast by Region, 2023–2030
10 AI in Education Market by Application
10.1 Introduction
10.2 Intelligent Tutoring Systems
10.2.1 Market Estimates & Forecast, 2023–2030
10.2.2 Market Estimates & Forecast by Region, 2023–2030
10.3 Virtual Facilitators
10.3.1 Market Estimates & Forecast, 2023–2030
10.3.2 Market Estimates & Forecast by Region, 2023–2030
10.4 Content Delivery Systems
10.4.1 Market Estimates & Forecast, 2023–2030
10.4.2 Market Estimates & Forecast by Region, 2023–2030
10.5 Interactive Websites
10.5.1 Market Estimates & Forecast, 2023–2030
10.5.2 Market Estimates & Forecast by Region, 2023–2030
10.6 Chatbot’s
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. AI in Education Market by Region
11.1 Introduction
11.2 North America
11.2.1 Market Estimates & Forecast, by Country, 2023–2030
11.2.2 Market Estimates & Forecast by Deployment, 2023–2030
11.2.3 Market Estimates & Forecast by Component, 2023–2030
11.2.4 Market Estimates & Forecast by Technology, 2023–2030
11.2.5 Market Estimates & Forecast by Application, 2023–2030
11.2.6 US
11.2.6.1 Market Estimates & Forecast by Deployment, 2023–2030
11.2.6.2 Market Estimates & Forecast by Component, 2023–2030
11.2.6.3 Market Estimates & Forecast by Technology, 2023–2030
11.2.6.4 Market Estimates & Forecast by Application, 2023–2030
11.2.7 Mexico
11.2.7.1 Market Estimates & Forecast by Deployment, 2023–2030
11.2.7.2 Market Estimates & Forecast by Component, 2023–2030
11.2.7.3 Market Estimates & Forecast by Technology, 2023–2030
11.2.7.4 Market Estimates & Forecast by Application, 2023–2030
11.2.8 Canada
11.2.8.1 Market Estimates & Forecast by Deployment, 2023–2030
11.2.8.2 Market Estimates & Forecast by Component, 2023–2030
11.2.8.3 Market Estimates & Forecast by Technology, 2023–2030
11.2.8.4 Market Estimates & Forecast by Application, 2023–2030
11.3 Europe
11.3.1 Market Estimates & Forecast, by Country 2023–2030
11.3.2 Market Estimates & Forecast by Deployment, 2023–2030
11.3.3 Market Estimates & Forecast by Component, 2023–2030
11.3.4 Market Estimates & Forecast by Technology, 2023–2030
11.3.5 Market Estimates & Forecast by Application, 2023–2030
11.3.6 Germany
11.3.6.1 Market Estimates & Forecast by Deployment, 2023–2030
11.3.6.2 Market Estimates & Forecast by Component, 2023–2030
11.3.6.3 Market Estimates & Forecast by Technology, 2023–2030
11.3.6.4 Market Estimates & Forecast by Application, 2023–2030
11.3.7 France
11.3.7.1 Market Estimates & Forecast by Deployment, 2023–2030
11.3.7.2 Market Estimates & Forecast by Component, 2023–2030
11.3.7.3 Market Estimates & Forecast by Technology, 2023–2030
11.3.7.4 Market Estimates & Forecast by Application, 2023–2030
11.3.8 UK
11.3.8.1 Market Estimates & Forecast by Deployment, 2023–2030
11.3.8.2 Market Estimates & Forecast by Component, 2023–2030
11.3.8.3 Market Estimates & Forecast by Technology, 2023–2030
11.3.8.4 Market Estimates & Forecast by Application, 2023–2030
11.3.9 Rest of Europe
11.3.9.1 Market Estimates & Forecast by Deployment, 2023–2030
11.3.9.2 Market Estimates & Forecast by Component, 2023–2030
11.3.9.3 Market Estimates & Forecast by Technology, 2023–2030
11.3.9.4 Market Estimates & Forecast by Application, 2023–2030
11.4 Asia-Pacific
11.4.1 Market Estimates & Forecast, by Country, 2023–2030
11.4.2 Market Estimates & Forecast by Deployment, 2023–2030
11.4.3 Market Estimates & Forecast by Component, 2023–2030
11.4.4 Market Estimates & Forecast by Technology, 2023–2030
11.4.5 Market Estimates & Forecast by Application, 2023–2030
11.4.6 China
11.4.6.1 Market Estimates & Forecast by Deployment, 2023–2030
11.4.6.2 Market Estimates & Forecast by Component, 2023–2030
11.4.6.3 Market Estimates & Forecast by Technology, 2023–2030
11.4.6.4 Market Estimates & Forecast by Application, 2023–2030
11.4.7 India
11.4.7.1 Market Estimates & Forecast by Deployment, 2023–2030
11.4.7.2 Market Estimates & Forecast by Component, 2023–2030
11.4.7.3 Market Estimates & Forecast by Technology, 2023–2030
11.4.7.4 Market Estimates & Forecast by Application, 2023–2030
11.4.8 Japan
11.4.8.1 Market Estimates & Forecast by Deployment, 2023–2030
11.4.8.2 Market Estimates & Forecast by Component, 2023–2030
11.4.8.3 Market Estimates & Forecast by Technology, 2023–2030
11.4.8.4 Market Estimates & Forecast by Application, 2023–2030
11.4.9 Rest of Asia-Pacific
11.4.9.1 Market Estimates & Forecast by Deployment, 2023–2030
11.4.9.2 Market Estimates & Forecast by Component, 2023–2030
11.4.9.3 Market Estimates & Forecast by Technology, 2023–2030
11.4.9.4 Market Estimates & Forecast by Application, 2023–2030
11.5 Rest of the World
11.5.1 Market Estimates & Forecast, by Country, 2023–2030
11.5.2 Market Estimates & Forecast by Deployment, 2023–2030
11.5.3 Market Estimates & Forecast by Component, 2023–2030
11.5.4 Market Estimates & Forecast by Technology, 2023–2030
11.5.5 Market Estimates & Forecast by Application, 2023–2030
11.5.6 Middle East & Africa
11.5.6.1 Market Estimates & Forecast by Deployment, 2023–2030
11.5.6.2 Market Estimates & Forecast by Component, 2023–2030
11.5.6.3 Market Estimates & Forecast by Technology, 2023–2030
11.5.6.4 Market Estimates & Forecast by Application, 2023–2030
11.5.7 Latin Countries
11.5.7.1 Market Estimates & Forecast by Deployment, 2023–2030
11.5.7.2 Market Estimates & Forecast by Component, 2023–2030
11.5.7.3 Market Estimates & Forecast by Technology, 2023–2030
11.5.7.4 Market Estimates & Forecast by Application, 2023–2030
12. Company Profiles
12.1 IBM Corporation
12.1.1 Company Overview
12.1.2 Product/Business Segment Overview
12.1.3 Financial Updates
12.1.4 Key Developments
12.2 Microsoft Corporation
12.2.1 Company Overview
12.2.2 Product/Business Segment Overview
12.2.3 Financial Updates
12.2.4 Key Developments
12.3 Google
12.3.1 Company Overview
12.3.2 Product/Business Segment Overview
12.3.3 Financial Updates
12.3.4 Key Developments
12.4 Amazon.com, Inc.
12.4.1 Company Overview
12.4.2 Product/Business Segment Overview
12.4.3 Financial Updates
12.4.4 Key Developments
12.5 Cognizant
12.5.1 Company Overview
12.5.2 Product/Business Segment Overview
12.5.3 Financial Updates
12.5.4 Key Developments
12.6 Pearson
12.6.1 Company Overview
12.6.2 Product/Business Segment Overview
12.6.3 Financial Updates
12.6.4 Key Developments
12.7 Bridge-U
12.7.1 Company Overview
12.7.2 Product/Business Segment Overview
12.7.3 Financial Updates
12.7.4 Key Developments
12.8 DreamBox Learning
12.8.1 Company Overview
12.8.2 Product/Business Segment Overview
12.8.3 Financial Updates
12.8.4 Key Developments
12.9 Fishtree
12.9.1 Company Overview
12.9.2 Product/Business Segment Overview
12.9.3 Financial Updates
12.9.4 Key Developments
12.10 Jellynote
12.10.1 Company Overview
12.10.2 Product/Business Segment Overview
12.10.3 Financial Updates
12.10.4 Key Developments
12.11 Jenzabar, Inc.
12.11.1 Company Overview
12.11.2 Product/Business Segment Overview
12.11.3 Financial Updates
12.11.4 Key Developments
12.12 Knewton, Inc.
12.12.1 Company Overview
12.12.2 Product/Business Segment Overview
12.12.3 Financial Updates
12.12.4 Key Developments
12.13 Metacog, Inc.
12.13.1 Company Overview
12.13.2 Product/Business Segment Overview
12.13.3 Financial Updates
12.13.4 Key Developments
12.14 Querium Corporation
12.14.1 Company Overview
12.14.2 Product/Business Segment Overview
12.14.3 Financial Updates
12.14.4 Key Developments
12.15 Century-Tech Ltd
12.15.1 Company Overview
12.15.2 Product/Business Segment Overview
12.15.3 Financial Updates
12.15.4 Key Developments
12.16 Blackboard Inc.
12.16.1 Company Overview
12.16.2 Product/Business Segment Overview
12.16.3 Financial Updates
12.16.4 Key Developments
12.17 Third Space Learning
12.17.1 Company Overview
12.17.2 Product/Business Segment Overview
12.17.3 Financial Updates
12.17.4 Key Developments
12.18 Quantum Adaptive Learning, LLC
12.18.1 Company Overview
12.18.2 Product/Business Segment Overview
12.18.3 Financial Updates
12.18.4 Key Developments
13 Conclusion
LIST OF TABLES
Table1 Global AI in Education Market, by Country, 2023–2030
Table2 North America: AI in Education Market, by Country, 2023–2030
Table3 Europe: AI in Education Market: by Country, 2023–2030
Table4 Asia-Pacific: AI in Education Market, by Country, 2023–2030
Table5 North America: AI in Education Market, by Country
Table6 North America: AI in Education Market, by Deployment
Table7 North America: AI in Education Market, by Component
Table8 North America: AI in Education Market, by Technology
Table9 North America: AI in Education Market, by Application
Table10 Europe: AI in Education Market, by Country
Table11 Europe: AI in Education Market, by Deployment
Table12 Europe: AI in Education Market, by Component
Table13 Europe: AI in Education Market, by Technology
Table14 Europe: AI in Education Market, by Application
Table15 Asia-Pacific: AI in Education Market, by Country
Table16 Asia-Pacific: AI in Education Market, by Deployment
Table17 Asia-Pacific: AI in Education Market, by Component
Table18 Asia-Pacific: AI in Education Market, by Technology
Table19 Asia-Pacific: AI in Education Market, by Application
Table20 Middle East & Africa: AI in Education Market, by Deployment
Table21 Middle East & Africa: AI in Education Market, by Component
Table22 Middle East & Africa: AI in Education Market, by Technology
Table23 Middle East & Africa: AI in Education Market, by Application
Table24 Latin America: AI in Education Market, by Deployment
Table25 Latin America: AI in Education Market, by Component
Table26 Latin America: AI in Education Market, by Technology
Table27 Latin America: AI in Education Market, by Application
LIST OF FIGURES
FIGURE 1 Global AI in Education market segmentation
FIGURE 2 Forecast Methodology
FIGURE 3 Porter’s Five Forces Analysis of AI in Education Market
FIGURE 4 Value Chain of AI in Education Market
FIGURE 5 Share of AI in Education Market in 2023, by country (in %)
FIGURE 6 Global AI in Education Market, 2023–2030
FIGURE 7 Global AI in Education Market size by Deployment, 2023–2030
FIGURE 8 Share of Global AI in Education Market by Deployment, (in %)
FIGURE 9 Global AI in Education Market size by Component, 2023–2030
FIGURE 10 Share of AI in Education Market by Component, (in %)
FIGURE 11 Global AI in Education Market size by Technology, 2023–2030
FIGURE 12 Share of Global AI in Education Market by Technology, (in %)
FIGURE 13 Global AI in Education Market size by Application, 2023–2030
FIGURE 14 Share of Global AI in Education Market by Application, (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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