반도체 수율 분석 도구 시장 예측( -2030년) : 유형별, 구성요소별, 용도별, 최종사용자별, 지역별 세계 분석

According to Stratistics MRC, the Global Semiconductor Yield Analytics Tools Market is accounted for $0.9 billion in 2024 and is expected to reach $1.8 billion by 2030 growing at a CAGR of 11.1% during the forecast period. Semiconductor yield analytics tools are software systems used in the semiconductor manufacturing industry to monitor and improve the yield of semiconductor devices during production. Yield refers to the percentage of functional chips produced from a batch or wafer of semiconductors, and high yield is crucial for cost efficiency and profitability. These tools gather and process data from various stages of the semiconductor manufacturing process, including wafer fabrication, testing, and packaging, to identify defects, inefficiencies, and patterns affecting yield.

Market Dynamics:

Driver:

Increasing complexity of semiconductor manufacturing

The growing intricacy of semiconductor manufacturing processes is a significant driver for yield analytics tools. As chip designs become more advanced, incorporating smaller nodes, multi-layer architectures, and diverse materials, the risk of production defects increases. This complexity necessitates robust analytical tools to ensure optimal yield and identify issues early in the production cycle. Moreover, the rise of advanced technologies like AI, IoT, and 5G has led to higher demand for semiconductors with stringent quality standards encouraging the market growth.

Restraint:

High cost of implementation

Semiconductor yield analytics tools require substantial investment in software, hardware, and infrastructure, which can be a barrier for smaller manufacturers. Additionally, ongoing costs related to updates, licenses, and technical support further add to the financial burden. Companies must also invest in training employees to effectively use these tools, adding to the overall expenses. This high cost limits adoption primarily to large-scale enterprises, leaving smaller players at a competitive disadvantage hampering the market growth.

Opportunity:

Growing focus on data-driven decision making

Manufacturers are leveraging big data analytics and machine learning to optimize production processes and improve yield. These tools provide actionable insights by analyzing vast amounts of production data, enabling faster and more accurate decision-making. Furthermore, as companies strive to reduce waste and enhance operational efficiency, yield analytics tools have become a vital asset. This trend is supported by the growing integration of Industry 4.0 technologies, creating a fertile ground for innovation in analytics solutions.

Threat:

Shortage of skilled professionals

Semiconductor yield analytics tools require expertise in data science, machine learning, and semiconductor processes, which are specialized and in-demand skills. The global talent gap in stem fields exacerbates this issue, making it difficult for companies to build competent teams. This shortage can lead to suboptimal tool utilization, reducing their effectiveness in improving yield. Companies must invest in training programs and partnerships with academic institutions to address this skills deficit impeding the market.

Covid-19 Impact

Lockdowns and restrictions led to delays in manufacturing and deployment of these tools, affecting their adoption rate. However, the pandemic also highlighted the importance of automation and data-driven decision-making in maintaining production continuity. As a result, many companies accelerated their digital transformation efforts, boosting demand for analytics tools post-pandemic. The recovery phase saw a renewed focus on building resilient supply chains and enhancing process efficiency, further driving the adoption of yield analytics solutions.

The wafer inspection tools segment is expected to be the largest during the forecast period

The wafer inspection tools segment is expected to account for the largest market share during the forecast period due to its critical role in identifying and mitigating defects early in the production process. These tools are essential for maintaining high-quality standards, particularly in advanced node manufacturing. The increasing adoption of automation in wafer inspection enhances its accuracy and efficiency, making it indispensable for modern semiconductor fabrication. Furthermore, advancements in inspection technologies, such as optical and e-beam methods, have significantly improved defect detection capabilities.

The defect data analysis segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the defect data analysis segment is predicted to witness the highest growth rate due to its ability to provide actionable insights into defect trends and root causes. These tools leverage advanced algorithms and machine learning to process large datasets, enabling manufacturers to predict and prevent potential yield losses. The shift towards predictive analytics and real-time monitoring is further propelling the adoption of defect data analysis solutions. As semiconductor manufacturing becomes increasingly complex, the need for precise and efficient defect management is growing.

Region with largest share:

During the forecast period, the North America region is expected to hold the largest market share driven by its robust semiconductor industry. The presence of leading semiconductor manufacturers and technology companies in the U.S. fosters innovation and adoption of advanced analytics tools. Strong investments in R&D and government support for semiconductor production further boost the region's market share. Additionally, the demand for high-performance chips for applications like AI, cloud computing, and autonomous vehicles contributes to the region's dominance.

Region with highest CAGR:

Over the forecast period, the Asia Pacific region is anticipated to exhibit the highest CAGR fuelled by its rapidly growing semiconductor manufacturing industry. Countries like China, Taiwan, and South Korea are major hubs for semiconductor production, driving demand for yield analytics solutions. The increasing adoption of advanced manufacturing technologies and government initiatives to boost local semiconductor industries further accelerate growth. Additionally, the region's expanding consumer electronics and automotive sectors create a strong demand for high-quality semiconductors.

Key players in the market

Some of the key players in Semiconductor Yield Analytics Tools market ANSYS, Inc., Applied Materials, Inc, DR YIELD Software & Solutions GmbH, Galaxy Semiconductor Inc., JMP Statistical Discovery LLC, KLA Corporation, Minitab, LLC, Nova, Onto Innovation Inc., PDF Solutions, Inc., Siemens AG, Skyverse, Synopsys, Inc, Test Research Inc, XDM Technology Co., Ltd. and yieldWerx.

Key Developments:

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Types Covered:

• Wafer Inspection Tools
• Process Control Tools
• Data Analysis Tools
• Other Types

Components Covered:

• Software
• Services
• Other Components

Applications Covered:

• Defect Data Analysis
• Wafer Disposition
• Process & Tool Excursion Identification
• Spatial Signature Analysis
• Yield Analysis
• Other Applications

End Users Covered:

• Integrated Device Manufacturers
• Semiconductor Fabless Companies
• Semiconductor Test Equipment Manufacturers
• Semiconductor Outsourced Assembly & Test Houses
• Other End Users

Regions Covered:

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • Italy
  • France
  • Spain
  • Rest of Europe
• Asia Pacific
  • Japan
  • China
  • India
  • Australia
  • New Zealand
  • South Korea
  • Rest of Asia Pacific
• South America
  • Argentina
  • Brazil
  • Chile
  • Rest of South America
• Middle East & Africa
  • Saudi Arabia
  • UAE
  • Qatar
  • South Africa
  • Rest of Middle East & Africa

What our report offers:

• Market share assessments for the regional and country-level segments
• Strategic recommendations for the new entrants
• Covers Market data for the years 2022, 2023, 2024, 2026, and 2030
• Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
• Strategic recommendations in key business segments based on the market estimations
• Competitive landscaping mapping the key common trends
• Company profiling with detailed strategies, financials, and recent developments
• Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

• Company Profiling
  • Comprehensive profiling of additional market players (up to 3)
  • SWOT Analysis of key players (up to 3)
• Regional Segmentation
  • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
  • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

• 2.1 Abstract
• 2.2 Stake Holders
• 2.3 Research Scope
• 2.4 Research Methodology
  • 2.4.1 Data Mining
  • 2.4.2 Data Analysis
  • 2.4.3 Data Validation
  • 2.4.4 Research Approach
• 2.5 Research Sources
  • 2.5.1 Primary Research Sources
  • 2.5.2 Secondary Research Sources
  • 2.5.3 Assumptions

3 Market Trend Analysis

• 3.1 Introduction
• 3.2 Drivers
• 3.3 Restraints
• 3.4 Opportunities
• 3.5 Threats
• 3.6 Application Analysis
• 3.7 End User Analysis
• 3.8 Emerging Markets
• 3.9 Impact of Covid-19

4 Porters Five Force Analysis

• 4.1 Bargaining power of suppliers
• 4.2 Bargaining power of buyers
• 4.3 Threat of substitutes
• 4.4 Threat of new entrants
• 4.5 Competitive rivalry

5 Global Semiconductor Yield Analytics Tools Market, By Type

• 5.1 Introduction
• 5.2 Wafer Inspection Tools
• 5.3 Process Control Tools
• 5.4 Data Analysis Tools
• 5.5 Other Types

6 Global Semiconductor Yield Analytics Tools Market, By Component

• 6.1 Introduction
• 6.2 Software
  • 6.2.1 Data Mining & Analysis Tools
  • 6.2.2 Machine Learning Algorithms
  • 6.2.3 Simulation Software
• 6.3 Services
  • 6.3.1 Implementation Services
  • 6.3.2 Integration Services
  • 6.3.3 Maintenance & Support Services
• 6.4 Other Components

7 Global Semiconductor Yield Analytics Tools Market, By Application

• 7.1 Introduction
• 7.2 Defect Data Analysis
• 7.3 Wafer Disposition
• 7.4 Process & Tool Excursion Identification
• 7.5 Spatial Signature Analysis
• 7.6 Yield Analysis
• 7.7 Other Applications

8 Global Semiconductor Yield Analytics Tools Market, By End User

• 8.1 Introduction
• 8.2 Integrated Device Manufacturers
• 8.3 Semiconductor Fabless Companies
• 8.4 Semiconductor Test Equipment Manufacturers
• 8.5 Semiconductor Outsourced Assembly & Test Houses
• 8.6 Other End Users

9 Global Semiconductor Yield Analytics Tools Market, By Geography

• 9.1 Introduction
• 9.2 North America
  • 9.2.1 US
  • 9.2.2 Canada
  • 9.2.3 Mexico
• 9.3 Europe
  • 9.3.1 Germany
  • 9.3.2 UK
  • 9.3.3 Italy
  • 9.3.4 France
  • 9.3.5 Spain
  • 9.3.6 Rest of Europe
• 9.4 Asia Pacific
  • 9.4.1 Japan
  • 9.4.2 China
  • 9.4.3 India
  • 9.4.4 Australia
  • 9.4.5 New Zealand
  • 9.4.6 South Korea
  • 9.4.7 Rest of Asia Pacific
• 9.5 South America
  • 9.5.1 Argentina
  • 9.5.2 Brazil
  • 9.5.3 Chile
  • 9.5.4 Rest of South America
• 9.6 Middle East & Africa
  • 9.6.1 Saudi Arabia
  • 9.6.2 UAE
  • 9.6.3 Qatar
  • 9.6.4 South Africa
  • 9.6.5 Rest of Middle East & Africa

10 Key Developments

• 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
• 10.2 Acquisitions & Mergers
• 10.3 New Product Launch
• 10.4 Expansions
• 10.5 Other Key Strategies

11 Company Profiling

• 11.1 ANSYS, Inc.
• 11.2 Applied Materials, Inc
• 11.3 DR YIELD Software & Solutions GmbH
• 11.4 Galaxy Semiconductor Inc.
• 11.5 JMP Statistical Discovery LLC
• 11.6 KLA Corporation
• 11.7 Minitab, LLC
• 11.8 Nova
• 11.9 Onto Innovation Inc.
• 11.10 PDF Solutions, Inc.
• 11.11 Siemens AG
• 11.12 Skyverse
• 11.13 Synopsys, Inc
• 11.14 Test Research Inc
• 11.15 XDM Technology Co., Ltd.
• 11.16 yieldWerx