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市場調查報告書
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1363468

編碼中的產生人工智慧市場規模、佔有率、趨勢分析報告：按營運、用途、產業、地區和細分市場預測，2023-2030 年

Generative AI In Coding Market Size, Share & Trends Analysis Report By Operation (Code Generation, Code Enhancement, Language Translation, Code Reviews), By Application, By Industry Vertical, By Region, And Segment Forecasts, 2023 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

生成式人工智慧市場成長與編碼趨勢：

Grand View Research, Inc. 的最新報告顯示，到 2030 年，全球生成式 AI 編碼市場規模預計將達到 1.063 億美元。

預計2023年至2030年該市場將以25.2%的年複合成長率擴張。隨著開發人員使用先進的後續模型來簡化軟體開發，生成式人工智慧對編碼的影響將迅速擴大。這些模型產生程式碼片段、提供創造性的解決方案、自動化文件、增強程式碼理解並實現快速原型設計。隨著技術的發展，其支援多種程式語言和特定領域的能力不斷增強，為開發人員提供高效的編碼幫助並加速迭代開發過程。

專門為程式碼生成而設計的人工智慧模型新興市場的開拓將推動市場向前發展。這些模型可以針對程式語言、框架和軟體開發環境進行微調，以提供更好、更準確的提案。例如，GitHub Copilot 是由 GitHub、OpenAI 和 Microsoft Corporation 開發的 AI主導程式編碼工具。該工具在 Visual Studio、Neovim 和 JetBrains 開發環境中提供程式碼提案。提案相關程式碼片段和自動完成的功能可以節省您的時間和精力，同時提高程式碼品質和一致性。

透過整合生成式人工智慧和低程式碼，系統可以自主管理任務並減少人工參與。低程式碼軟體使組織內的開發民主化，生成式人工智慧提高了效率。這種協同效應可以簡化低程式碼和無程式碼平台上的應用程式創建，其中人工智慧從視覺輸入生成程式碼。根據 Microsoft 的《2023 年低程式碼訊號》報告，87% 的創新領導者和 IT 專業人士預計，低程式碼平台內人工智慧和自動化程度的提高將提高利用率。

生成式人工智慧在編碼中的應用是整個北美軟體開發許多方面的成長趨勢。該地區的公司正在積極挖掘生成人工智慧的能力，以改善他們的編碼實踐。在美國、加拿大和其他地方，該公司正在探索 GPT-3 等人工智慧模型的潛力，以協助程式碼產生、提案和最佳化編碼過程。該技術不僅可以自動執行繁瑣的任務，還可以提高程式碼品質並提高開發人員的工作效率。在北美軟體開發的動態格局中，生成式人工智慧是創新和簡化編碼工作的工具。

編碼市場中的生成式人工智慧報告亮點

  • 到 2022 年，程式碼產生領域將以 37.4% 的收益佔有率主導市場。隨著軟體開發滲透到各個行業，對程式碼的需求不斷增加。生成式人工智慧透過加速程式碼產生來幫助滿足這一需求。
  • 北美地區在 2022 年以 29.3% 的收益佔有率主導市場。北美互聯的技術生態系統促進了跨產業協作和知識共用，進一步推動了生成式人工智慧在編碼中的採用。
  • 人工智慧研究、硬體進步和龐大資料的結合將透過為開發人員提供更強大、更簡化的工具來推動市場發展。這些工具簡化了您的編碼工作，從而提高了效率並創建了更好的軟體產品。
  • 隨著人工智慧在各行業中獲得認可，由於其增強編碼過程的潛力，人們對利用生成式人工智慧進行編碼的興趣正在增加。這種興趣源於對人工智慧在提高編碼效率方面的價值的理解。

目錄

第1章 調查方法與範圍

第2章 執行摘要

第3章 編碼市場變數、趨勢和範圍中的生成人工智慧

  • 市場體系預測
  • 市場動態
    • 市場促進因素分析
    • 市場抑制因素分析
    • 產業挑戰
  • 編碼市場分析工具中的生成人工智慧
    • 產業分析-波特五力分析
    • PESTEL分析
  • 經濟大趨勢分析

第4章 編碼中的生成人工智慧市場：按操作進行估計和趨勢分析

  • 細分儀表板
  • 編碼領域的生成式 AI 市場：2022 年和 2030 年操作變化分析
  • 程式碼生成
  • 擴充程式碼
  • 語言翻譯
  • 程式碼審查

第5章 編碼中的生成人工智慧市場：按用途進行估計和趨勢分析

  • 細分儀表板
  • 編碼領域的生成式 AI 市場：2022 年和 2030 年用途變化分析
  • 資料科學和分析
  • 遊戲開發與設計
  • 網路和應用程式開發
  • 物聯網和智慧設備

第6章 編碼領域的生成人工智慧市場：按產業估算和趨勢分析

  • 細分儀表板
  • 編碼領域的生成式 AI 市場：2022 年和 2030 年產業變化分析
  • BFSI
  • 媒體與娛樂
  • 資訊科技與電信
  • 醫療保健和生命科學
  • 運輸和物流
  • 零售與電子商務

第7章 編碼中的生成人工智慧市場：區域估計和趨勢分析

  • 2022 年和 2030 年按地區分類的生成式 AI 編碼市場佔有率
  • 北美洲
    • 2018-2030 年北美市場估計與預測
    • 美國
    • 加拿大
  • 歐洲
    • 2018-2030 年歐洲市場估計與預測
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 2018-2030 年亞太市場估計與預測
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 2018-2030 年拉丁美洲市場估計與預測
    • 巴西
    • 墨西哥
  • 中東和非洲
    • 2018-2030 年中東和非洲市場估計和預測
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第8章 競爭形勢

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 財務實績
  • 產品基準評效
  • 企業熱力圖分析
  • 策略規劃
  • 公司簡介/名單
    • Codecademy
    • CodiumAI
    • DeepCode
    • Google LLC
    • International Business Machines Corporation
    • Microsoft Corporation
    • NVIDIA Corporation
    • OpenAI
    • Tabnine
    • Codota
Product Code: GVR-4-68040-119-3

Generative AI In Coding Market Growth & Trends:

The global generative AI in coding market size is expected to reach USD 106.3 million by 2030, according to a new report by Grand View Research, Inc.. The market is anticipated to expand at a CAGR of 25.2% from 2023 to 2030. Generative AI's impact on coding rapidly expands as developers use advanced models and successors to streamline software development. These models generate code snippets, offer creative solutions, automate documentation, enhance code comprehension, and enable rapid prototyping. As the technology evolves, its ability to address diverse programming languages and specific domains grows, empowering developers with efficient coding assistance and accelerating the iterative development process.

The rise in the development of AI models specifically designed for code generation propels the market forward. These models might be fine-tuned on programming languages, frameworks, and software development contexts, making their suggestions even more relevant and accurate. For instance, GitHub Copilot is an AI-driven coding tool that GitHub, OpenAI, and Microsoft Corporation developed. This tool offers code suggestions in Visual Studio, Neovim, and JetBrains development environments. Its ability to suggest relevant code snippets and auto-completion can save time and effort while improving code quality and consistency.

By integrating generative AI and low-code, systems can autonomously manage tasks, reducing human involvement. Low-code software democratizes development within organizations, while generative AI enhances efficiency. This synergy could streamline app creation in low-code and no-code platforms, where AI generates code from visual input. According to Microsoft's Low-Code Signals 2023 report, 87% of innovation leaders and IT professionals anticipate improved utilization through increased AI and automation within low-code platforms.

Generative AI's application in coding is on the rise throughout North America, spanning various aspects of software development. Companies in the region are actively delving into the capabilities of generative AI to elevate their coding practices. Across the U.S. and Canada, among other places, businesses are investigating the potential of AI models like GPT-3 to aid in code generation, offer suggestions, and optimize coding processes. This technology not only automates monotonous tasks but also elevates code quality and enhances productivity for developers. In the dynamic landscape of North American software development, generative AI is a tool to innovate and streamline coding efforts.

Generative AI In Coding Market Report Highlights:

  • Code Generation segment dominated the market with a revenue share of 37.4% in 2022. As software development becomes more pervasive across industries, the demand for code is increasing. Generative AI assists in meeting this demand by accelerating code production.
  • The North America region dominated the market with a revenue share of 29.3% in 2022. The interconnected tech ecosystem in North America encourages cross-industry collaboration and knowledge-sharing, further fueling the adoption of generative AI in coding.
  • The collaboration among AI research, hardware progress, and vast datasets drives market by furnishing developers with more potent and streamlined tools. These tools simplify coding tasks, resulting in enhanced efficiency and the creation of superior software products.
  • As artificial intelligence gains more recognition for its effectiveness across industries, there's a rising interest in utilizing generative AI for coding, driven by its potential to enhance coding processes. This interest stems from understanding AI's value in improving coding efficiency.

Table of Content

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Research Methodology
    • 1.2.1. Information Procurement
  • 1.3. Information or Data Analysis
  • 1.4. Methodology
  • 1.5. Research Scope and Assumptions
  • 1.6. Market Formulation & Validation
  • 1.7. Country Based Segment Share Calculation
  • 1.8. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Generative AI in Coding Market Variables, Trends, & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Generative AI in Coding Market Analysis Tools
    • 3.3.1. Industry Analysis - Porter's
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political Landscape
      • 3.3.2.2. Economic Landscape
      • 3.3.2.3. Social Landscape
      • 3.3.2.4. Technology Landscape
      • 3.3.2.5. Environmental Landscape
      • 3.3.2.6. Legal Landscape
  • 3.4. Economic Mega Trend Analysis

Chapter 4. Generative AI in Coding Market: Operation Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Generative AI in Coding Market: Operation Movement Analysis, USD Million, 2022 & 2030
  • 4.3. Code Generation
    • 4.3.1. Code Generation Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Code Enhancement
    • 4.4.1. Code Enhancement Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Language Translation
    • 4.5.1. Language Translation Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.6. Code Reviews
    • 4.6.1. Code Reviews Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Generative AI in Coding Market: Application Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Generative AI in Coding Market: Application Movement Analysis, USD Million, 2022 & 2030
  • 5.3. Data Science and Analytics
    • 5.3.1. Data Science and Analytics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. Game Development and Design
    • 5.4.1. Game Development and Design Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.5. Web and Application Development
    • 5.5.1. Web and Application Development Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.6. IoT and Smart Devices
    • 5.6.1. IoT and Smart Devices Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Generative AI in Coding Market: Industry Vertical Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Generative AI in Coding Market: Industry Vertical Movement Analysis, USD Million, 2022 & 2030
  • 6.3. BFSI
    • 6.3.1. BFSI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Media and Entertainment
    • 6.4.1. Media and Entertainment Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. IT & Telecom
    • 6.5.1. IT & Telecom Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Healthcare and Life Sciences
    • 6.6.1. Healthcare and Life Sciences Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Transport & logistics
    • 6.7.1. Transport & logistics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.8. Retail & E-commerce
    • 6.8.1. Retail & E-commerce Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Generative AI in Coding Market: Regional Estimates & Trend Analysis

  • 7.1. Generative AI in Coding Market Share, By Region, 2022 & 2030, USD Million
  • 7.2. North America
    • 7.2.1. North America Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.2. U.K.
      • 7.3.2.1. U.K. Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.3. Mexico
      • 7.5.3.1. Mexico Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.6.1.1. (USD Million)
    • 7.6.2. KSA
      • 7.6.2.1. KSA Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. UAE
      • 7.6.3.1. UAE Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Product Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles/Listing
    • 8.8.1. Codecademy
    • 8.8.2. CodiumAI
    • 8.8.3. DeepCode
    • 8.8.4. Google LLC
    • 8.8.5. International Business Machines Corporation
    • 8.8.6. Microsoft Corporation
    • 8.8.7. NVIDIA Corporation
    • 8.8.8. OpenAI
    • 8.8.9. Tabnine
    • 8.8.10. Codota

List of Tables

  • Table 1 Global Generative AI in Coding market by Operation, 2018 - 2030 (USD Million)
  • Table 2 Global Generative AI in Coding market by Application, 2018 - 2030 (USD Million)
  • Table 3 Global Generative AI in Coding market by Industry Vertical, 2018 - 2030 (USD Million)
  • Table 4 Global Generative AI in Coding market by Region, 2018 - 2030 (USD Million)
  • Table 5 North America Generative AI in Coding market by country, 2018 - 2030 (USD Million)
  • Table 6 Europe Generative AI in Coding market by country, 2018 - 2030 (USD Million)
  • Table 7 Asia Pacific Generative AI in Coding market by country, 2018 - 2030 (USD Million)
  • Table 8 Latin America Generative AI in Coding market by country, 2018 - 2030 (USD Million)
  • Table 9 MEA Generative AI in Coding market by country, 2018 - 2030 (USD Million)
  • Table 10 Key companies launching new products/services
  • Table 11 Key companies engaged in mergers & acquisition
  • Table 12 Key companies engaged in Research & development
  • Table 13 Key Companies engaged in expansion

List of Figures

  • Fig. 1 Generative AI in Coding Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Value chain-based sizing & forecasting
  • Fig. 7 QFD modelling for market share assessment
  • Fig. 8 Parent market analysis
  • Fig. 9 Market formulation & validation
  • Fig. 10 Generative AI in Coding market snapshot
  • Fig. 11 Generative AI in Coding market segment snapshot
  • Fig. 12 Generative AI in Coding market competitive landscape snapshot
  • Fig. 13 Market research process
  • Fig. 14 Market driver relevance analysis (Current & future impact)
  • Fig. 15 Market restraint relevance analysis (Current & future impact)
  • Fig. 16 Generative AI in Coding Market, Operation outlook key takeaways (USD million)
  • Fig. 17 Generative AI in Coding Market: Operation movement analysis (USD million), 2022 & 2030
  • Fig. 18 Code Generation market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 19 Code Enhancement market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 20 Language Translation market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 21 Code Reviews market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 22 Generative AI in Coding Market: Application outlook key takeaways (USD million)
  • Fig. 23 Generative AI in Coding Market: Application movement analysis (USD million), 2022 & 2030
  • Fig. 24 Data Science and Analytics market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 25 Game Development and Design market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 26 Web and Application Development market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 27 IoT and Smart Devices market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 28 Generative AI in Coding Market: Industry Vertical outlook key takeaways (USD million)
  • Fig. 29 Generative AI in Coding Market: Industry Vertical movement analysis (USD million), 2022 & 2030
  • Fig. 30 BFSI market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 31 Media and Entertainment market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 32 IT & Telecom market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 33 Healthcare and Life Sciences market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 34 Transport & logistics market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 35 Retail & E-commerce market revenue estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 36 Regional marketplace: Key takeaways
  • Fig. 37 Generative AI in Coding Market: Regional outlook, 2022 & 2030, USD Million
  • Fig. 38 North America Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 39 U.S. Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 40 Canada Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 41 Europe Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 42 UK Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 43 Germany Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USDmillion)
  • Fig. 44 France Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 45 Asia Pacific Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 46 China Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 47 Japan Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 48 India Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 49 South Korea Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 50 Australia Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 51 Latin America Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 52 Brazil Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 53 Mexico Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 54 MEA Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 55 KSA Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 56 UAE Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 57 South Africa Generative AI in Coding market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 58 Strategy framework
  • Fig. 59 Company Categorization