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Automated Machine Learning (AutoML) - Global Strategic Business Report

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    Report

  • 210 Pages
  • December 2024
  • Region: Global
  • Global Industry Analysts, Inc
  • ID: 5968938
The global market for Automated Machine Learning (AutoML) is estimated at US$1.1 Billion in 2023 and is projected to reach US$10.9 Billion by 2030, growing at a CAGR of 39.3% from 2023 to 2030. This comprehensive report provides an in-depth analysis of market trends, drivers, and forecasts, helping you make informed business decisions.

Moreover, the integration of AutoML with advancements in AI and computing power, along with its synergy with cloud computing platforms, is expanding its application across various industries. This integration provides scalable computing resources essential for running complex models and supports the burgeoning demand for predictive analytics in sectors like healthcare, finance, and retail. Despite these advantages, the deployment of AutoML brings challenges, including the need for ongoing oversight by experienced practitioners to ensure that models are applied correctly and ethically. Concerns around data privacy, potential biases in decision-making, and the overall transparency of AI systems also pose significant hurdles. As AutoML continues to evolve, addressing these ethical and practical challenges will be paramount to fully realizing its potential and ensuring its responsible use across industries.

Key Insights:

  • Market Growth: Understand the significant growth trajectory of the AutoML Solutions segment, which is expected to reach US$5.6 Billion by 2030 with a CAGR of a 35.3%. The AutoML Services segment is also set to grow at 44.8% CAGR over the analysis period.
  • Regional Analysis: Gain insights into the U.S. market, estimated at $291.9 Million in 2023, and China, forecasted to grow at an impressive 36.7% CAGR to reach $1.5 Billion by 2030. Discover growth trends in other key regions, including Japan, Canada, Germany, and the Asia-Pacific.

Why You Should Buy This Report:

  • Detailed Market Analysis: Access a thorough analysis of the Global Automated Machine Learning (AutoML) Market, covering all major geographic regions and market segments.
  • Competitive Insights: Get an overview of the competitive landscape, including the market presence of major players across different geographies.
  • Future Trends and Drivers: Understand the key trends and drivers shaping the future of the Global Automated Machine Learning (AutoML) Market.
  • Actionable Insights: Benefit from actionable insights that can help you identify new revenue opportunities and make strategic business decisions.

Key Questions Answered:

  • How is the Global Automated Machine Learning (AutoML) Market expected to evolve by 2030?
  • What are the main drivers and restraints affecting the market?
  • Which market segments will grow the most over the forecast period?
  • How will market shares for different regions and segments change by 2030?
  • Who are the leading players in the market, and what are their prospects?

Report Features:

  • Comprehensive Market Data: Independent analysis of annual sales and market forecasts in US$ Million from 2023 to 2030.
  • In-Depth Regional Analysis: Detailed insights into key markets, including the U.S., China, Japan, Canada, Europe, Asia-Pacific, Latin America, Middle East, and Africa.
  • Company Profiles: Coverage of major players such as Alteryx, Inc., Amazon Web Services, Inc., Databricks, Inc., and more.
  • Complimentary Updates: Receive free report updates for one year to keep you informed of the latest market developments.

Select Competitors (Total 23 Featured):

  • Alteryx, Inc.
  • Amazon Web Services, Inc.
  • Databricks, Inc.
  • Dataiku SAS
  • DataRobot, Inc.
  • dotData
  • Google Cloud Platform
  • IBM Corporation
  • Microsoft Learn
  • The MathWorks, Inc.

Table of Contents

I. METHODOLOGYII. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
  • Influencer Market Insights
  • World Market Trajectories
  • Global Economic Update
  • Automated Machine Learning (AutoML) - Global Key Competitors Percentage Market Share in 2024 (E)
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
  • AutoML Tools Propel the Democratization of Data Science
  • Increases in Cloud Computing Adoption Drive Growth in AutoML Solutions
  • Need to Simplify Predictive Analytics Spurs Adoption Across Industries
  • Integration with IoT Devices Expands Addressable Market Opportunity for AutoML
  • Low-Code/No-Code Platforms Strengthen Business Case for AutoML
  • AutoML in Fraud Detection Throws the Spotlight On Financial Security
  • AutoML's Role in Real-time Decision Making Sustains Growth in Dynamic Environments
  • AutoML in Pharmaceutical R&D Accelerates Drug Discovery Processes
  • Increasing Investments in AI Drive the Growth of AutoML Solutions
  • Here’s Why AutoML is Becoming a Key Tool for Enterprises
4. GLOBAL MARKET PERSPECTIVE
  • Table 1: World Automated Machine Learning (AutoML) Market Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030
  • Table 2: World Recent Past, Current & Future Analysis for Automated Machine Learning (AutoML) by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 3: World Historic Review for Automated Machine Learning (AutoML) by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 4: World 8-Year Perspective for Automated Machine Learning (AutoML) by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2022, 2024 & 2030
  • Table 5: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 6: World Historic Review for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 7: World 8-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 8: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 9: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 10: World 8-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 11: World Recent Past, Current & Future Analysis for Healthcare & Life Sciences by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 12: World Historic Review for Healthcare & Life Sciences by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 13: World 8-Year Perspective for Healthcare & Life Sciences by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 14: World Recent Past, Current & Future Analysis for IT & ITeS by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 15: World Historic Review for IT & ITeS by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 16: World 8-Year Perspective for IT & ITeS by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 17: World Recent Past, Current & Future Analysis for Telecommunications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 18: World Historic Review for Telecommunications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 19: World 8-Year Perspective for Telecommunications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 20: World Recent Past, Current & Future Analysis for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 21: World Historic Review for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 22: World 8-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 23: World Recent Past, Current & Future Analysis for Automotive & Transportation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 24: World Historic Review for Automotive & Transportation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 25: World 8-Year Perspective for Automotive & Transportation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 26: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 27: World Historic Review for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 28: World 8-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 29: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 30: World Historic Review for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 31: World 8-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 32: World Recent Past, Current & Future Analysis for Retail & eCommerce by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 33: World Historic Review for Retail & eCommerce by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 34: World 8-Year Perspective for Retail & eCommerce by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 35: World Recent Past, Current & Future Analysis for Data Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 36: World Historic Review for Data Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 37: World 8-Year Perspective for Data Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 38: World Recent Past, Current & Future Analysis for Feature Engineering by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 39: World Historic Review for Feature Engineering by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 40: World 8-Year Perspective for Feature Engineering by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 41: World Recent Past, Current & Future Analysis for Model Selection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 42: World Historic Review for Model Selection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 43: World 8-Year Perspective for Model Selection by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 44: World Recent Past, Current & Future Analysis for Model Ensembling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 45: World Historic Review for Model Ensembling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 46: World 8-Year Perspective for Model Ensembling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
  • Table 47: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
  • Table 48: World Historic Review for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2022 and % CAGR
  • Table 49: World 8-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2024 & 2030
III. MARKET ANALYSIS
UNITED STATES
  • Automated Machine Learning (AutoML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
CANADA
JAPAN
  • Automated Machine Learning (AutoML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
CHINA
  • Automated Machine Learning (AutoML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
EUROPE
  • Automated Machine Learning (AutoML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
FRANCE
  • Automated Machine Learning (AutoML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
GERMANY
  • Automated Machine Learning (AutoML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
ITALY
UNITED KINGDOM
  • Automated Machine Learning (AutoML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
REST OF EUROPE
ASIA-PACIFIC
  • Automated Machine Learning (AutoML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
REST OF WORLDIV. COMPETITION

Companies Mentioned

  • Alteryx, Inc.
  • Amazon Web Services, Inc.
  • Databricks, Inc.
  • Dataiku SAS
  • DataRobot, Inc.
  • dotData
  • Google Cloud Platform
  • IBM Corporation
  • Microsoft Learn
  • The MathWorks, Inc.

Table Information