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市场调查报告书
商品编码
1363468

编码中的产生人工智慧市场规模、份额、趋势分析报告：按营运、用途、产业、地区和细分市场预测，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个工作天内

价格

生成式人工智慧市场成长与编码趋势：

Grand View Research, Inc. 的最新报告显示，到 2030 年，全球生成式 AI 编码市场规模预计将达到 1.063 亿美元。

预计2023年至2030年该市场将以25.2%的年复合成长率扩张。随着开发人员使用先进的后续模型来简化软体开发，生成式人工智慧对编码的影响将迅速扩大。这些模型产生程式码片段、提供创造性的解决方案、自动化文件、增强程式码理解并实现快速原型设计。随着技术的发展，其支援多种程式语言和特定领域的能力不断增强，为开发人员提供高效的编码帮助并加速迭代开发过程。

专门为程式码生成而设计的人工智慧模型新兴市场的开拓将推动市场向前发展。这些模型可以针对程式语言、框架和软体开发环境进行微调，以提供更好、更准确的提案。例如，GitHub Copilot 是由 GitHub、OpenAI 和 Microsoft Corporation 开发的 AI主导程式编码工具。该工具在 Visual Studio、Neovim 和 JetBrains 开发环境中提供程式码提案。提案相关程式码片段和自动完成的功能可以节省您的时间和精力，同时提高程式码品质和一致性。

透过整合生成式人工智慧和低程式码，系统可以自主管理任务并减少人工参与。低程式码软体使组织内的开发民主化，生成式人工智慧提高了效率。这种协同效应可以简化低程式码和无程式码平台上的应用程式创建，其中人工智慧从视觉输入生成程式码。根据 Microsoft 的《2023 年低程式码讯号》报告，87% 的创新领导者和 IT 专业人士预计，低程式码平台内人工智慧和自动化程度的提高将提高利用率。

生成式人工智慧在编码中的应用是整个北美软体开发许多方面的成长趋势。该地区的公司正在积极挖掘生成人工智慧的能力，以改善他们的编码实践。在美国、加拿大和其他地方，该公司正在探索 GPT-3 等人工智慧模型的潜力，以协助程式码产生、提案和最佳化编码过程。该技术不仅可以自动执行繁琐的任务，还可以提高程式码品质并提高开发人员的工作效率。在北美软体开发的动态格局中，生成式人工智慧是创新和简化编码工作的工具。

编码市场中的生成式人工智慧报告亮点

  • 到 2022 年，程式码产生领域将以 37.4% 的收益占有率主导市场。随着软体开发渗透到各个行业，对程式码的需求不断增加。生成式人工智慧透过加速程式码产生来帮助满足这一需求。
  • 北美地区在 2022 年以 29.3% 的收益占有率主导市场。北美互联的技术生态系统促进了跨产业协作和知识共用，进一步推动了生成式人工智慧在编码中的采用。
  • 人工智慧研究、硬体进步和庞大资料的结合将透过为开发人员提供更强大、更简化的工具来推动市场发展。这些工具简化了您的编码工作，从而提高了效率并创建了更好的软体产品。
  • 随着人工智慧在各行业中获得认可，由于其增强编码过程的潜力，人们对利用生成式人工智慧进行编码的兴趣正在增加。这种兴趣源于对人工智慧在提高编码效率方面的价值的理解。

目录

第1章调查方法与范围

第2章执行摘要

第3章编码市场变数、趋势和范围中的生成人工智慧

  • 市场体系预测
  • 市场动态
    • 市场促进因素分析
    • 市场抑制因素分析
    • 产业挑战
  • 编码市场分析工具中的生成人工智慧
    • 产业分析-波特五力分析
    • PESTEL分析
  • 经济大趋势分析

第4章编码中的生成人工智慧市场：按操作进行估计和趋势分析

  • 细分仪表板
  • 编码领域的生成式 AI 市场：2022 年和 2030 年操作变化分析
  • 程式码生成
  • 扩充程式码
  • 语言翻译
  • 程式码审查

第5章编码中的生成人工智慧市场：按用途进行估计和趋势分析

  • 细分仪表板
  • 编码领域的生成式 AI 市场：2022 年和 2030 年用途变化分析
  • 资料科学和分析
  • 游戏开发与设计
  • 网路和应用程式开发
  • 物联网和智慧设备

第6章编码领域的生成人工智慧市场：按产业估算和趋势分析

  • 细分仪表板
  • 编码领域的生成式 AI 市场：2022 年和 2030 年产业变化分析
  • BFSI
  • 媒体与娱乐
  • 资讯科技与电信
  • 医疗保健和生命科学
  • 运输和物流
  • 零售与电子商务

第7章编码中的生成人工智慧市场：区域估计和趋势分析

  • 2022 年和 2030 年按地区分類的生成式 AI 编码市场占有率
  • 北美洲
    • 2018-2030 年北美市场估计与预测
    • 美国
    • 加拿大
  • 欧洲
    • 2018-2030 年欧洲市场估计与预测
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 2018-2030 年亚太市场估计与预测
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 2018-2030 年拉丁美洲市场估计与预测
    • 巴西
    • 墨西哥
  • 中东和非洲
    • 2018-2030 年中东和非洲市场估计和预测
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第8章竞争形势

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 财务实绩
  • 产品基准评效
  • 企业热力图分析
  • 策略规划
  • 公司简介/名单
    • 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