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PUBLISHER: Grand View Research | PRODUCT CODE: 1363468
PUBLISHER: Grand View Research | PRODUCT CODE: 1363468
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
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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.
Product Code: GVR-4-68040-119-3
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
- 3.3.1. Industry Analysis - Porter's
- 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
- 7.6.1. Middle East and Africa Generative AI in Coding Market Estimates and Forecasts, 2018 - 2030 (USD Million)
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
Product Code: GVR-4-68040-119-3
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
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