반도체 및 일렉트로닉스용 빅데이터 애널리틱스 시장 : 컴포넌트별, 최종사용자별, 분석 툴별, 애플리케이션별, 용도별 : 세계 기회 분석 및 산업 예측(2021-2031년)

Big data and business analytics refer to the process of gathering useful information from large set of structured and unstructured data to discover hidden patterns and analyze real-time information. In addition, big data analytics is majorly adopted by analysts and business users for faster and better decision-making using data that is unstructured & previously inaccessible to improve operational efficiencies & productivity, yield management, and reduce costs in semiconductor & electronics industry. In the semiconductor and electronics industry, it offers various benefits such as risk management, product development & innovations, quicker & better decision-making within organizations, and improved customer experience.

Surge in adoption of big data analytics software by various organizations to facilitate enhanced & faster decision-making and to provide competitive advantage by analyzing and acting upon information in a timely manner significantly boosts the growth of the global big data analytics in semiconductor & electronics market. In addition, increase in demand for cloud-based big data analytics software enterprises positively impacts the growth of the market.

However, high implementation cost and dearth of skilled workforce are expected to hamper the market growth. On the contrary, rise in adoption of IoT devices coupled with the ongoing Industry 4.0 trend, increase in need to gain better insights for business planning, and surge in adoption of social media analytics tools are expected to offer remunerative opportunities for the expansion of the market during the forecast period.

The global big data analytics in semiconductor & electronics market is segmented into component, end user, analytics tool, application, and region. In terms of component, the market is fragmented into software and services. Depending on end user, it is bifurcated into semiconductor and electronics. On the basis of analytics tool, it is categorized into dashboard & data visualization, data mining & warehousing, self-service tools, reporting, and others. By application, it is segregated into customer analytics, supply chain analytics, marketing analytics, pricing analytics, workforce analytics, and others. By Usage, the market is segmented into sales & marketing, fault detection & classification, predictive maintenance, virtual meterology, process optimization, yield prediction, and others. Region wise, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.

The key players profiled in the big data analytics in semiconductor & electronics market analysis are Amazon Web Services, Cisco Systems, Inc., Dell EMC, Dr yield software & solutions GmbH, Galaxy semiconductor Inc., IBM corporation, Kx systems, Microsoft corporation, Onto innovation Inc., Optimalplus Ltd., Qualtera (Synopsys, Inc.), Rapidminer Inc., SAP SE, SAS Institute Inc., Splunk Inc., TIBCO Software Inc., XDM technology co., Ltd., and YieldHub. These players have adopted various strategies to increase their market penetration and strengthen their position in the industry.

KEY BENEFITS FOR STAKEHOLDERS        

• The study provides an in-depth analysis of the global big data analytics in semiconductor & electronics market forecast along with the current and future trends to explain the imminent investment pockets.
• Information about key drivers, restraints, and opportunities and their impact analysis on global big data analytics in semiconductor & electronics market trend is provided in the report.
• The Porter's five forces analysis illustrates the potency of the buyers and suppliers operating in the industry.
• The quantitative analysis of the global big data analytics in semiconductor & electronics market from 2022 to 2031 is provided to determine the market potential.

Key Market Segments

By Component

• Software
• Services

By End User

• Semiconductor
• Electronics

By Usage

• Sales and Marketing
• Fault Detection and Classification
• Predictive Maintenance
• Virtual Meterology
• Process Optimization
• Yield Prediction
• Others

By Analytics Tool

• Dashboard and Data Visualization
• Reporting
• Self Service Tools
• Data Mining and Warehousing
• Others

By Application

• Customer Analytics
• Supply Chain Analytics
• Marketing Analytics
• Pricing Analytics
• Workforce Analytics
• Others

By Region

• North America
  • U.S.
  • Canada
• Europe
  • UK
  • Germany
  • France
  • Italy
  • Spain
  • Netherlands
  • Rest Of Europe
• Asia-Pacific
  • China
  • Japan
  • South Korea
  • Australia
  • India
  • Rest Of Asia-Pacific
• LAMEA
  • Latin America
  • Middle East
  • Africa
• Key Market Players
  • Amazon Web Service Inc.
  • Cisco Systems, Inc.
  • Dell EMC
  • DR YIELD SOFTWARE AND SOLUTION GMBH
  • Galaxy Semiconductor Inc.
  • International Business Machines Corporation
  • Kx Systems, Inc.
  • Microsoft Corporation
  • Onto Innovation Inc.
  • OptimalPlus Ltd.
  • Qualtera Inc.

TABLE OF CONTENTS

CHAPTER 1:INTRODUCTION

• 1.1.Report description
• 1.2.Key market segments
• 1.3.Key benefits to the stakeholders
• 1.4.Research Methodology
  • 1.4.1.Secondary research
  • 1.4.2.Primary research
  • 1.4.3.Analyst tools and models

CHAPTER 2:EXECUTIVE SUMMARY

• 2.1.Key findings of the study
• 2.2.CXO Perspective

CHAPTER 3:MARKET OVERVIEW

• 3.1.Market definition and scope
• 3.2.Key findings
  • 3.2.1.Top investment pockets
• 3.3.Porter's five forces analysis
• 3.4.Top player positioning
• 3.5.Market dynamics
  • 3.5.1.Drivers
  • 3.5.2.Restraints
  • 3.5.3.Opportunities
• 3.6.COVID-19 Impact Analysis on the market

CHAPTER 4: BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY COMPONENT

• 4.1 Overview
  • 4.1.1 Market size and forecast
• 4.2 Software
  • 4.2.1 Key market trends, growth factors and opportunities
  • 4.2.2 Market size and forecast, by region
  • 4.2.3 Market analysis by country
• 4.3 Services
  • 4.3.1 Key market trends, growth factors and opportunities
  • 4.3.2 Market size and forecast, by region
  • 4.3.3 Market analysis by country

CHAPTER 5: BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY END USER

• 5.1 Overview
  • 5.1.1 Market size and forecast
• 5.2 Semiconductor
  • 5.2.1 Key market trends, growth factors and opportunities
  • 5.2.2 Market size and forecast, by region
  • 5.2.3 Market analysis by country
• 5.3 Electronics
  • 5.3.1 Key market trends, growth factors and opportunities
  • 5.3.2 Market size and forecast, by region
  • 5.3.3 Market analysis by country

CHAPTER 6: BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY ANALYTICS TOOL

• 6.1 Overview
  • 6.1.1 Market size and forecast
• 6.2 Dashboard and Data Visualization
  • 6.2.1 Key market trends, growth factors and opportunities
  • 6.2.2 Market size and forecast, by region
  • 6.2.3 Market analysis by country
• 6.3 Reporting
  • 6.3.1 Key market trends, growth factors and opportunities
  • 6.3.2 Market size and forecast, by region
  • 6.3.3 Market analysis by country
• 6.4 Self Service Tools
  • 6.4.1 Key market trends, growth factors and opportunities
  • 6.4.2 Market size and forecast, by region
  • 6.4.3 Market analysis by country
• 6.5 Data Mining and Warehousing
  • 6.5.1 Key market trends, growth factors and opportunities
  • 6.5.2 Market size and forecast, by region
  • 6.5.3 Market analysis by country
• 6.6 Others
  • 6.6.1 Key market trends, growth factors and opportunities
  • 6.6.2 Market size and forecast, by region
  • 6.6.3 Market analysis by country

CHAPTER 7: BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY APPLICATION

• 7.1 Overview
  • 7.1.1 Market size and forecast
• 7.2 Customer Analytics
  • 7.2.1 Key market trends, growth factors and opportunities
  • 7.2.2 Market size and forecast, by region
  • 7.2.3 Market analysis by country
• 7.3 Supply Chain Analytics
  • 7.3.1 Key market trends, growth factors and opportunities
  • 7.3.2 Market size and forecast, by region
  • 7.3.3 Market analysis by country
• 7.4 Marketing Analytics
  • 7.4.1 Key market trends, growth factors and opportunities
  • 7.4.2 Market size and forecast, by region
  • 7.4.3 Market analysis by country
• 7.5 Pricing Analytics
  • 7.5.1 Key market trends, growth factors and opportunities
  • 7.5.2 Market size and forecast, by region
  • 7.5.3 Market analysis by country
• 7.6 Workforce Analytics
  • 7.6.1 Key market trends, growth factors and opportunities
  • 7.6.2 Market size and forecast, by region
  • 7.6.3 Market analysis by country
• 7.7 Others
  • 7.7.1 Key market trends, growth factors and opportunities
  • 7.7.2 Market size and forecast, by region
  • 7.7.3 Market analysis by country

CHAPTER 8: BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY USAGE

• 8.1 Overview
  • 8.1.1 Market size and forecast
• 8.2 Sales and Marketing
  • 8.2.1 Key market trends, growth factors and opportunities
  • 8.2.2 Market size and forecast, by region
  • 8.2.3 Market analysis by country
• 8.3 Fault Detection and Classification
  • 8.3.1 Key market trends, growth factors and opportunities
  • 8.3.2 Market size and forecast, by region
  • 8.3.3 Market analysis by country
• 8.4 Predictive Maintenance
  • 8.4.1 Key market trends, growth factors and opportunities
  • 8.4.2 Market size and forecast, by region
  • 8.4.3 Market analysis by country
• 8.5 Virtual Meterology
  • 8.5.1 Key market trends, growth factors and opportunities
  • 8.5.2 Market size and forecast, by region
  • 8.5.3 Market analysis by country
• 8.6 Process Optimization
  • 8.6.1 Key market trends, growth factors and opportunities
  • 8.6.2 Market size and forecast, by region
  • 8.6.3 Market analysis by country
• 8.7 Yield Prediction
  • 8.7.1 Key market trends, growth factors and opportunities
  • 8.7.2 Market size and forecast, by region
  • 8.7.3 Market analysis by country
• 8.8 Others
  • 8.8.1 Key market trends, growth factors and opportunities
  • 8.8.2 Market size and forecast, by region
  • 8.8.3 Market analysis by country

CHAPTER 9: BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY REGION

• 9.1 Overview
  • 9.1.1 Market size and forecast
• 9.2 North America
  • 9.2.1 Key trends and opportunities
  • 9.2.2 North America Market size and forecast, by Component
  • 9.2.3 North America Market size and forecast, by End User
  • 9.2.4 North America Market size and forecast, by Analytics Tool
  • 9.2.5 North America Market size and forecast, by Application
  • 9.2.6 North America Market size and forecast, by Usage
  • 9.2.7 North America Market size and forecast, by country
    • 9.2.7.1 U.S.
    • 9.2.7.1.1 Market size and forecast, by Component
    • 9.2.7.1.2 Market size and forecast, by End User
    • 9.2.7.1.3 Market size and forecast, by Analytics Tool
    • 9.2.7.1.4 Market size and forecast, by Application
    • 9.2.7.1.5 Market size and forecast, by Usage
    • 9.2.7.2 Canada
    • 9.2.7.2.1 Market size and forecast, by Component
    • 9.2.7.2.2 Market size and forecast, by End User
    • 9.2.7.2.3 Market size and forecast, by Analytics Tool
    • 9.2.7.2.4 Market size and forecast, by Application
    • 9.2.7.2.5 Market size and forecast, by Usage
• 9.3 Europe
  • 9.3.1 Key trends and opportunities
  • 9.3.2 Europe Market size and forecast, by Component
  • 9.3.3 Europe Market size and forecast, by End User
  • 9.3.4 Europe Market size and forecast, by Analytics Tool
  • 9.3.5 Europe Market size and forecast, by Application
  • 9.3.6 Europe Market size and forecast, by Usage
  • 9.3.7 Europe Market size and forecast, by country
    • 9.3.7.1 UK
    • 9.3.7.1.1 Market size and forecast, by Component
    • 9.3.7.1.2 Market size and forecast, by End User
    • 9.3.7.1.3 Market size and forecast, by Analytics Tool
    • 9.3.7.1.4 Market size and forecast, by Application
    • 9.3.7.1.5 Market size and forecast, by Usage
    • 9.3.7.2 Germany
    • 9.3.7.2.1 Market size and forecast, by Component
    • 9.3.7.2.2 Market size and forecast, by End User
    • 9.3.7.2.3 Market size and forecast, by Analytics Tool
    • 9.3.7.2.4 Market size and forecast, by Application
    • 9.3.7.2.5 Market size and forecast, by Usage
    • 9.3.7.3 France
    • 9.3.7.3.1 Market size and forecast, by Component
    • 9.3.7.3.2 Market size and forecast, by End User
    • 9.3.7.3.3 Market size and forecast, by Analytics Tool
    • 9.3.7.3.4 Market size and forecast, by Application
    • 9.3.7.3.5 Market size and forecast, by Usage
    • 9.3.7.4 Italy
    • 9.3.7.4.1 Market size and forecast, by Component
    • 9.3.7.4.2 Market size and forecast, by End User
    • 9.3.7.4.3 Market size and forecast, by Analytics Tool
    • 9.3.7.4.4 Market size and forecast, by Application
    • 9.3.7.4.5 Market size and forecast, by Usage
    • 9.3.7.5 Spain
    • 9.3.7.5.1 Market size and forecast, by Component
    • 9.3.7.5.2 Market size and forecast, by End User
    • 9.3.7.5.3 Market size and forecast, by Analytics Tool
    • 9.3.7.5.4 Market size and forecast, by Application
    • 9.3.7.5.5 Market size and forecast, by Usage
    • 9.3.7.6 Netherlands
    • 9.3.7.6.1 Market size and forecast, by Component
    • 9.3.7.6.2 Market size and forecast, by End User
    • 9.3.7.6.3 Market size and forecast, by Analytics Tool
    • 9.3.7.6.4 Market size and forecast, by Application
    • 9.3.7.6.5 Market size and forecast, by Usage
    • 9.3.7.7 Rest of Europe
    • 9.3.7.7.1 Market size and forecast, by Component
    • 9.3.7.7.2 Market size and forecast, by End User
    • 9.3.7.7.3 Market size and forecast, by Analytics Tool
    • 9.3.7.7.4 Market size and forecast, by Application
    • 9.3.7.7.5 Market size and forecast, by Usage
• 9.4 Asia-Pacific
  • 9.4.1 Key trends and opportunities
  • 9.4.2 Asia-Pacific Market size and forecast, by Component
  • 9.4.3 Asia-Pacific Market size and forecast, by End User
  • 9.4.4 Asia-Pacific Market size and forecast, by Analytics Tool
  • 9.4.5 Asia-Pacific Market size and forecast, by Application
  • 9.4.6 Asia-Pacific Market size and forecast, by Usage
  • 9.4.7 Asia-Pacific Market size and forecast, by country
    • 9.4.7.1 China
    • 9.4.7.1.1 Market size and forecast, by Component
    • 9.4.7.1.2 Market size and forecast, by End User
    • 9.4.7.1.3 Market size and forecast, by Analytics Tool
    • 9.4.7.1.4 Market size and forecast, by Application
    • 9.4.7.1.5 Market size and forecast, by Usage
    • 9.4.7.2 Japan
    • 9.4.7.2.1 Market size and forecast, by Component
    • 9.4.7.2.2 Market size and forecast, by End User
    • 9.4.7.2.3 Market size and forecast, by Analytics Tool
    • 9.4.7.2.4 Market size and forecast, by Application
    • 9.4.7.2.5 Market size and forecast, by Usage
    • 9.4.7.3 South Korea
    • 9.4.7.3.1 Market size and forecast, by Component
    • 9.4.7.3.2 Market size and forecast, by End User
    • 9.4.7.3.3 Market size and forecast, by Analytics Tool
    • 9.4.7.3.4 Market size and forecast, by Application
    • 9.4.7.3.5 Market size and forecast, by Usage
    • 9.4.7.4 Australia
    • 9.4.7.4.1 Market size and forecast, by Component
    • 9.4.7.4.2 Market size and forecast, by End User
    • 9.4.7.4.3 Market size and forecast, by Analytics Tool
    • 9.4.7.4.4 Market size and forecast, by Application
    • 9.4.7.4.5 Market size and forecast, by Usage
    • 9.4.7.5 India
    • 9.4.7.5.1 Market size and forecast, by Component
    • 9.4.7.5.2 Market size and forecast, by End User
    • 9.4.7.5.3 Market size and forecast, by Analytics Tool
    • 9.4.7.5.4 Market size and forecast, by Application
    • 9.4.7.5.5 Market size and forecast, by Usage
    • 9.4.7.6 Rest of Asia-Pacific
    • 9.4.7.6.1 Market size and forecast, by Component
    • 9.4.7.6.2 Market size and forecast, by End User
    • 9.4.7.6.3 Market size and forecast, by Analytics Tool
    • 9.4.7.6.4 Market size and forecast, by Application
    • 9.4.7.6.5 Market size and forecast, by Usage
• 9.5 LAMEA
  • 9.5.1 Key trends and opportunities
  • 9.5.2 LAMEA Market size and forecast, by Component
  • 9.5.3 LAMEA Market size and forecast, by End User
  • 9.5.4 LAMEA Market size and forecast, by Analytics Tool
  • 9.5.5 LAMEA Market size and forecast, by Application
  • 9.5.6 LAMEA Market size and forecast, by Usage
  • 9.5.7 LAMEA Market size and forecast, by country
    • 9.5.7.1 Latin America
    • 9.5.7.1.1 Market size and forecast, by Component
    • 9.5.7.1.2 Market size and forecast, by End User
    • 9.5.7.1.3 Market size and forecast, by Analytics Tool
    • 9.5.7.1.4 Market size and forecast, by Application
    • 9.5.7.1.5 Market size and forecast, by Usage
    • 9.5.7.2 Middle East
    • 9.5.7.2.1 Market size and forecast, by Component
    • 9.5.7.2.2 Market size and forecast, by End User
    • 9.5.7.2.3 Market size and forecast, by Analytics Tool
    • 9.5.7.2.4 Market size and forecast, by Application
    • 9.5.7.2.5 Market size and forecast, by Usage
    • 9.5.7.3 Africa
    • 9.5.7.3.1 Market size and forecast, by Component
    • 9.5.7.3.2 Market size and forecast, by End User
    • 9.5.7.3.3 Market size and forecast, by Analytics Tool
    • 9.5.7.3.4 Market size and forecast, by Application
    • 9.5.7.3.5 Market size and forecast, by Usage

CHAPTER 10: COMPANY LANDSCAPE

• 10.1. Introduction
• 10.2. Top winning strategies
• 10.3. Product Mapping of Top 10 Player
• 10.4. Competitive Dashboard
• 10.5. Competitive Heatmap
• 10.6. Key developments

CHAPTER 11: COMPANY PROFILES

• 11.1 Amazon Web Service Inc.
  • 11.1.1 Company overview
  • 11.1.2 Company snapshot
  • 11.1.3 Operating business segments
  • 11.1.4 Product portfolio
  • 11.1.5 Business performance
  • 11.1.6 Key strategic moves and developments
• 11.2 Cisco Systems, Inc.
  • 11.2.1 Company overview
  • 11.2.2 Company snapshot
  • 11.2.3 Operating business segments
  • 11.2.4 Product portfolio
  • 11.2.5 Business performance
  • 11.2.6 Key strategic moves and developments
• 11.3 Dell EMC
  • 11.3.1 Company overview
  • 11.3.2 Company snapshot
  • 11.3.3 Operating business segments
  • 11.3.4 Product portfolio
  • 11.3.5 Business performance
  • 11.3.6 Key strategic moves and developments
• 11.4 DR YIELD SOFTWARE AND SOLUTION GMBH
  • 11.4.1 Company overview
  • 11.4.2 Company snapshot
  • 11.4.3 Operating business segments
  • 11.4.4 Product portfolio
  • 11.4.5 Business performance
  • 11.4.6 Key strategic moves and developments
• 11.5 Galaxy Semiconductor Inc.
  • 11.5.1 Company overview
  • 11.5.2 Company snapshot
  • 11.5.3 Operating business segments
  • 11.5.4 Product portfolio
  • 11.5.5 Business performance
  • 11.5.6 Key strategic moves and developments
• 11.6 International Business Machines Corporation
  • 11.6.1 Company overview
  • 11.6.2 Company snapshot
  • 11.6.3 Operating business segments
  • 11.6.4 Product portfolio
  • 11.6.5 Business performance
  • 11.6.6 Key strategic moves and developments
• 11.7 Kx Systems, Inc.
  • 11.7.1 Company overview
  • 11.7.2 Company snapshot
  • 11.7.3 Operating business segments
  • 11.7.4 Product portfolio
  • 11.7.5 Business performance
  • 11.7.6 Key strategic moves and developments
• 11.8 Microsoft Corporation
  • 11.8.1 Company overview
  • 11.8.2 Company snapshot
  • 11.8.3 Operating business segments
  • 11.8.4 Product portfolio
  • 11.8.5 Business performance
  • 11.8.6 Key strategic moves and developments
• 11.9 Onto Innovation Inc.
  • 11.9.1 Company overview
  • 11.9.2 Company snapshot
  • 11.9.3 Operating business segments
  • 11.9.4 Product portfolio
  • 11.9.5 Business performance
  • 11.9.6 Key strategic moves and developments
• 11.10 OptimalPlus Ltd.
  • 11.10.1 Company overview
  • 11.10.2 Company snapshot
  • 11.10.3 Operating business segments
  • 11.10.4 Product portfolio
  • 11.10.5 Business performance
  • 11.10.6 Key strategic moves and developments
• 11.11 Qualtera Inc.
  • 11.11.1 Company overview
  • 11.11.2 Company snapshot
  • 11.11.3 Operating business segments
  • 11.11.4 Product portfolio
  • 11.11.5 Business performance
  • 11.11.6 Key strategic moves and developments