コーディングにおけるジェネレーティブAIの世界市場規模、シェア、業界動向分析レポート：業務別、用途別、業界別、地域別展望と予測、2023年～2030年

コーディングにおけるジェネレーティブAI市場規模は、2030年までに9,550万米ドルに達すると予測され、予測期間中のCAGRは23.5%の市場成長率で上昇する見込みです。

KBV Cardinalのマトリックスに掲載された分析によると、Google, Inc.とMicrosoft Corporationがこの市場の先駆者です。2023年3月、Google LLCはオンライン統合開発環境のReplit, Inc.と提携しました。この提携により、Replitの開発者はGoogle Cloudのインフラ、サービス、基盤モデルにアクセスできるようになっています。 IBM Corporation、NVIDIA Corporation、Adobe, Inc.などの企業は、市場の主要なイノベーターです。

市場成長要因

さまざまな分野での自動化需要の増加

反復的なコーディング作業の自動化は、ソフトウェア開発の効率を大幅に向上させる。自動化により、コーディングにおけるヒューマンエラーのリスクが減少します。ジェネレーティブAIツールは、ベストプラクティスとコーディング標準に準拠したコードを生成できるため、バグや脆弱性が発生する可能性が低くなります。エラーが減ることで、より信頼性が高く安全なソフトウェアが実現します。AIは、手作業によるレビューよりも迅速かつ一貫して、コードの問題を特定し、改善を提案し、コード分析を行うことができます。さらに、自動化によって大規模な手作業によるコーディングやテストの必要性が減り、組織のコスト削減につながります。同じ、あるいはそれ以上の生産性とコード品質レベルを達成するために必要なリソースも少なくて済みます。これらの要因により、今後数年間は市場の需要が高まると予想されます。

熟練ソフトウェア開発者やエンジニアの不足

ジェネレーティブAIコーディングツールは、コード提案、自動補完、リアルタイムのフィードバックを提供することで、経験の浅い開発者を支援し、学習曲線を短縮して開発者の生産性を向上させることができます。これらのツールは、高レベルの説明や要件に基づいて、コードスニペットや完全なコードセクションを自動的に生成することができます。この機能は、複雑なコードやエラーが発生しやすいコードをゼロから記述する手助けが必要な、経験の浅い開発者にメリットがあります。これは、経験の浅い開発者が失敗から学び、コーディングプラクティスを改善するのに役立ちます。これらのツールは、多くの場合、複数のプログラミング言語やフレームワークをサポートしており、経験の浅い開発者が最も慣れ親しんでいる言語や最も需要のある言語で作業できるようになっています。結果として、これらの要因は市場に有利な見通しをもたらします。

市場抑制要因

データの質と量に関する懸念

特殊な業界やニッチな領域では、関連するトレーニングデータの量が限られている場合があります。例えば、医療コーディングや航空宇宙工学では、一般にアクセス可能なコードサンプルやデータセットの量は、ウェブ開発のような一般的なプログラミング領域よりも大幅に少ないことがあります。生成AIモデルが効果的に学習するためには膨大なデータを必要とするため、このようなデータの不足は基本的な課題となります。さらに、高品質の学習データを作成するには、手作業によるアノテーションやラベリングが必要になることが多く、特に専門的なコーディング作業には労力とコストがかかります。このため、ジェネレーティブAIモデルの開発に必要な全体的なコストと時間が増大します。これらの要因は、今後の市場の成長を制限すると予想されます。

運用の展望

運用に基づき、市場はコード生成、コード強化、言語翻訳、コードレビューに分けられます。コード生成セグメントは、2022年の市場で最大の収益シェアを獲得しました。ソフトウェア開発が様々な産業で重要な側面を持ち続ける中、コーディングの自動化に対する需要が高まっています。コード・スニペットやプログラム全体を自動生成する能力を持つジェネレーティブAIは、開発プロセスをスピードアップし、手作業によるコーディングの必要性を減らすことで、この需要に対応しています。加えて、テクノロジー業界はより熟練した開発者を必要としており、このギャップは拡大すると予想されます。

アプリケーションの展望

アプリケーション別に見ると、市場はデータサイエンス＆アナリティクス、ゲーム開発＆デザイン、ウェブ＆アプリケーション開発、IoT＆スマートデバイスに区分されます。2022年には、Web・アプリケーション開発分野が市場でかなりの収益シェアを獲得しました。Webおよびアプリケーション開発プロジェクトは、しばしば納期が厳しいです。ジェネレーティブAIコーディング・ツールは、コード・テンプレート、レイアウト、UIコンポーネントの生成などの反復作業を自動化することで、開発を加速するのに役立ちます。このスピードは、タイムリーな製品リリースという市場の要求に応える上で極めて重要です。

業界別展望

業界別では、BFSI、メディア＆エンターテインメント、IT＆テレコム、ヘルスケア＆ライフサイエンス、運輸＆物流、小売＆eコマースに分類されます。2022年の市場では、IT・通信分野が最大の売上シェアを占めています。IT・通信業界では、ネットワーク機器の設定、トラブルシューティング、最適化など、ネットワーク運用の自動化に対する需要が高まっています。ジェネレーティブAIコーディングツールは、ネットワーク管理用のコードスクリプトを生成することで反復作業を自動化し、時間を節約して人的ミスを減らすのに役立ちます。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAに区分されます。2022年には、アジア太平洋セグメントが市場でかなりの収益シェアを獲得しました。北京、上海、バンガロール、シンガポール、東京のような都市は、APAC地域の技術ハブおよびイノベーションセンターとして浮上しています。これらのハブには、コーディングにおけるジェネレーティブAIの開発と応用に積極的に関与している数多くの新興企業、研究機関、ハイテク企業が集まっています。APAC諸国、特にインドと中国には、高度に熟練したソフトウェア開発者やエンジニアが多いです。こうした熟練労働力は、ジェネレーティブAIコーディング・ソリューションの需要源であり、こうした技術を開発するための人材プールでもあります。これらすべての要因が、今後数年間のアジア太平洋セグメントの需要を押し上げると思われます。

ジェネレーティブAIコーディング市場の最新戦略

パートナーシップ、コラボレーション、契約：

製品発表と製品拡大：

買収と合併

目次

第1章 市場範囲と調査手法

• 市場の定義
• 目的
• 市場範囲
• セグメンテーション
• 調査手法

第2章 市場の概要

• 主なハイライト

第3章 市場概要

• イントロダクション
  • 概要
    • 市場構成とシナリオ
• 市場に影響を与える主な要因
  • 市場促進要因
  • 市場抑制要因

第4章 競合分析- 世界

• KBV Cardinal Matrix
• 最近の業界全体の戦略的展開
  • パートナーシップ、コラボレーション、および契約
  • 製品の発売と製品の拡大
  • 買収と合併
• 市場シェア分析2022
• 主要成功戦略
  • 主な戦略
  • 主要な戦略的動き
• ポーターのファイブフォース分析

第5章 コーディング市場：における世界の生成AI：操作別

• 世界のコード生成市場：地域別
• 世界のコード拡張市場：地域別
• 世界の言語翻訳市場：地域別
• 世界のコードレビュー市場：地域別

第6章 コーディング市場：における世界の生成AI：用途別

• 世界のデータサイエンスおよび分析市場：地域別
• 世界のゲーム開発およびデザイン市場：地域別
• 世界のウェブおよびアプリケーション開発市場：地域別
• 世界のIoTおよびスマートデバイス市場：地域別

第7章 コーディング市場：における世界の生成AI：業界別

• 世界のITおよびテレコム市場：地域別
• 世界のヘルスケアおよびライフサイエンス市場：地域別
• 世界の小売およびeコマース市場：地域別
• 世界のBFSI市場：地域別
• 世界のメディア＆エンターテインメント市場：地域別
• 世界の輸送および物流市場：地域別

第8章 コーディング市場：における世界の生成AI：地域別

• 北米
  • 北米の市場：国別
    • 米国
    • カナダ
    • メキシコ
    • その他北米地域
• 欧州
  • 欧州の市場：国別
    • ドイツ
    • 英国
    • フランス
    • ロシア
    • スペイン
    • イタリア
    • その他欧州地域
• アジア太平洋
  • アジア太平洋の市場：国別
    • 中国
    • 日本
    • インド
    • 韓国
    • シンガポール
    • マレーシア
    • その他アジア太平洋地域
• ラテンアメリカ・中東・アフリカ
  • ラテンアメリカ・中東・アフリカの市場：国別
    • ブラジル
    • アルゼンチン
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ
    • ナイジェリア
    • その他ラテンアメリカ・中東・アフリカ地域

第9章 企業プロファイル

• Skillsoft Corporation
• CodiumAI
• Snyk Limited
• Google LLC（Alphabet Inc）
• IBM Corporation
• Microsoft Corporation
• NVIDIA Corporation
• OpenAI, LL.C
• Tabnine Inc
• Adobe, Inc

第10章 コーディング市場における生成AIの必須条件を勝ち取る

LIST OF TABLES

• TABLE 1 Global Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 2 Global Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 3 Partnerships, Collaborations and Agreements- Generative AI In Coding MARKET
• TABLE 4 Product Launches And Product Expansions- Generative AI In Coding MARKET
• TABLE 5 Acquisition and Mergers- Generative AI In Coding MARKET
• TABLE 6 Global Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 7 Global Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 8 Global Code Generation Market by Region, 2019 - 2022, USD Thousands
• TABLE 9 Global Code Generation Market by Region, 2023 - 2030, USD Thousands
• TABLE 10 Global Code Enhancement Market by Region, 2019 - 2022, USD Thousands
• TABLE 11 Global Code Enhancement Market by Region, 2023 - 2030, USD Thousands
• TABLE 12 Global Language Translation Market by Region, 2019 - 2022, USD Thousands
• TABLE 13 Global Language Translation Market by Region, 2023 - 2030, USD Thousands
• TABLE 14 Global Code Reviews Market by Region, 2019 - 2022, USD Thousands
• TABLE 15 Global Code Reviews Market by Region, 2023 - 2030, USD Thousands
• TABLE 16 Global Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 17 Global Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 18 Global Data Science & Analytics Market by Region, 2019 - 2022, USD Thousands
• TABLE 19 Global Data Science & Analytics Market by Region, 2023 - 2030, USD Thousands
• TABLE 20 Global Game Development & Design Market by Region, 2019 - 2022, USD Thousands
• TABLE 21 Global Game Development & Design Market by Region, 2023 - 2030, USD Thousands
• TABLE 22 Global Web & Application Development Market by Region, 2019 - 2022, USD Thousands
• TABLE 23 Global Web & Application Development Market by Region, 2023 - 2030, USD Thousands
• TABLE 24 Global IoT & Smart Devices Market by Region, 2019 - 2022, USD Thousands
• TABLE 25 Global IoT & Smart Devices Market by Region, 2023 - 2030, USD Thousands
• TABLE 26 Global Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 27 Global Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 28 Global IT & Telecom Market by Region, 2019 - 2022, USD Thousands
• TABLE 29 Global IT & Telecom Market by Region, 2023 - 2030, USD Thousands
• TABLE 30 Global Healthcare & Life Sciences Market by Region, 2019 - 2022, USD Thousands
• TABLE 31 Global Healthcare & Life Sciences Market by Region, 2023 - 2030, USD Thousands
• TABLE 32 Global Retail & E-commerce Market by Region, 2019 - 2022, USD Thousands
• TABLE 33 Global Retail & E-commerce Market by Region, 2023 - 2030, USD Thousands
• TABLE 34 Global BFSI Market by Region, 2019 - 2022, USD Thousands
• TABLE 35 Global BFSI Market by Region, 2023 - 2030, USD Thousands
• TABLE 36 Global Media & Entertainment Market by Region, 2019 - 2022, USD Thousands
• TABLE 37 Global Media & Entertainment Market by Region, 2023 - 2030, USD Thousands
• TABLE 38 Global Transport & Logistics Market by Region, 2019 - 2022, USD Thousands
• TABLE 39 Global Transport & Logistics Market by Region, 2023 - 2030, USD Thousands
• TABLE 40 Global Generative AI In Coding Market by Region, 2019 - 2022, USD Thousands
• TABLE 41 Global Generative AI In Coding Market by Region, 2023 - 2030, USD Thousands
• TABLE 42 North America Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 43 North America Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 44 North America Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 45 North America Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 46 North America Code Generation Market by Country, 2019 - 2022, USD Thousands
• TABLE 47 North America Code Generation Market by Country, 2023 - 2030, USD Thousands
• TABLE 48 North America Code Enhancement Market by Country, 2019 - 2022, USD Thousands
• TABLE 49 North America Code Enhancement Market by Country, 2023 - 2030, USD Thousands
• TABLE 50 North America Language Translation Market by Country, 2019 - 2022, USD Thousands
• TABLE 51 North America Language Translation Market by Country, 2023 - 2030, USD Thousands
• TABLE 52 North America Code Reviews Market by Country, 2019 - 2022, USD Thousands
• TABLE 53 North America Code Reviews Market by Country, 2023 - 2030, USD Thousands
• TABLE 54 North America Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 55 North America Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 56 North America Data Science & Analytics Market by Country, 2019 - 2022, USD Thousands
• TABLE 57 North America Data Science & Analytics Market by Country, 2023 - 2030, USD Thousands
• TABLE 58 North America Game Development & Design Market by Country, 2019 - 2022, USD Thousands
• TABLE 59 North America Game Development & Design Market by Country, 2023 - 2030, USD Thousands
• TABLE 60 North America Web & Application Development Market by Country, 2019 - 2022, USD Thousands
• TABLE 61 North America Web & Application Development Market by Country, 2023 - 2030, USD Thousands
• TABLE 62 North America IoT & Smart Devices Market by Country, 2019 - 2022, USD Thousands
• TABLE 63 North America IoT & Smart Devices Market by Country, 2023 - 2030, USD Thousands
• TABLE 64 North America Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 65 North America Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 66 North America IT & Telecom Market by Country, 2019 - 2022, USD Thousands
• TABLE 67 North America IT & Telecom Market by Country, 2023 - 2030, USD Thousands
• TABLE 68 North America Healthcare & Life Sciences Market by Country, 2019 - 2022, USD Thousands
• TABLE 69 North America Healthcare & Life Sciences Market by Country, 2023 - 2030, USD Thousands
• TABLE 70 North America Retail & E-commerce Market by Country, 2019 - 2022, USD Thousands
• TABLE 71 North America Retail & E-commerce Market by Country, 2023 - 2030, USD Thousands
• TABLE 72 North America BFSI Market by Country, 2019 - 2022, USD Thousands
• TABLE 73 North America BFSI Market by Country, 2023 - 2030, USD Thousands
• TABLE 74 North America Media & Entertainment Market by Country, 2019 - 2022, USD Thousands
• TABLE 75 North America Media & Entertainment Market by Country, 2023 - 2030, USD Thousands
• TABLE 76 North America Transport & Logistics Market by Country, 2019 - 2022, USD Thousands
• TABLE 77 North America Transport & Logistics Market by Country, 2023 - 2030, USD Thousands
• TABLE 78 North America Generative AI In Coding Market by Country, 2019 - 2022, USD Thousands
• TABLE 79 North America Generative AI In Coding Market by Country, 2023 - 2030, USD Thousands
• TABLE 80 US Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 81 US Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 82 US Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 83 US Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 84 US Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 85 US Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 86 US Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 87 US Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 88 Canada Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 89 Canada Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 90 Canada Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 91 Canada Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 92 Canada Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 93 Canada Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 94 Canada Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 95 Canada Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 96 Mexico Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 97 Mexico Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 98 Mexico Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 99 Mexico Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 100 Mexico Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 101 Mexico Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 102 Mexico Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 103 Mexico Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 104 Rest of North America Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 105 Rest of North America Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 106 Rest of North America Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 107 Rest of North America Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 108 Rest of North America Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 109 Rest of North America Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 110 Rest of North America Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 111 Rest of North America Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 112 Europe Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 113 Europe Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 114 Europe Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 115 Europe Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 116 Europe Code Generation Market by Country, 2019 - 2022, USD Thousands
• TABLE 117 Europe Code Generation Market by Country, 2023 - 2030, USD Thousands
• TABLE 118 Europe Code Enhancement Market by Country, 2019 - 2022, USD Thousands
• TABLE 119 Europe Code Enhancement Market by Country, 2023 - 2030, USD Thousands
• TABLE 120 Europe Language Translation Market by Country, 2019 - 2022, USD Thousands
• TABLE 121 Europe Language Translation Market by Country, 2023 - 2030, USD Thousands
• TABLE 122 Europe Code Reviews Market by Country, 2019 - 2022, USD Thousands
• TABLE 123 Europe Code Reviews Market by Country, 2023 - 2030, USD Thousands
• TABLE 124 Europe Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 125 Europe Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 126 Europe Data Science & Analytics Market by Country, 2019 - 2022, USD Thousands
• TABLE 127 Europe Data Science & Analytics Market by Country, 2023 - 2030, USD Thousands
• TABLE 128 Europe Game Development & Design Market by Country, 2019 - 2022, USD Thousands
• TABLE 129 Europe Game Development & Design Market by Country, 2023 - 2030, USD Thousands
• TABLE 130 Europe Web & Application Development Market by Country, 2019 - 2022, USD Thousands
• TABLE 131 Europe Web & Application Development Market by Country, 2023 - 2030, USD Thousands
• TABLE 132 Europe IoT & Smart Devices Market by Country, 2019 - 2022, USD Thousands
• TABLE 133 Europe IoT & Smart Devices Market by Country, 2023 - 2030, USD Thousands
• TABLE 134 Europe Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 135 Europe Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 136 Europe IT & Telecom Market by Country, 2019 - 2022, USD Thousands
• TABLE 137 Europe IT & Telecom Market by Country, 2023 - 2030, USD Thousands
• TABLE 138 Europe Healthcare & Life Sciences Market by Country, 2019 - 2022, USD Thousands
• TABLE 139 Europe Healthcare & Life Sciences Market by Country, 2023 - 2030, USD Thousands
• TABLE 140 Europe Retail & E-commerce Market by Country, 2019 - 2022, USD Thousands
• TABLE 141 Europe Retail & E-commerce Market by Country, 2023 - 2030, USD Thousands
• TABLE 142 Europe BFSI Market by Country, 2019 - 2022, USD Thousands
• TABLE 143 Europe BFSI Market by Country, 2023 - 2030, USD Thousands
• TABLE 144 Europe Media & Entertainment Market by Country, 2019 - 2022, USD Thousands
• TABLE 145 Europe Media & Entertainment Market by Country, 2023 - 2030, USD Thousands
• TABLE 146 Europe Transport & Logistics Market by Country, 2019 - 2022, USD Thousands
• TABLE 147 Europe Transport & Logistics Market by Country, 2023 - 2030, USD Thousands
• TABLE 148 Europe Generative AI In Coding Market by Country, 2019 - 2022, USD Thousands
• TABLE 149 Europe Generative AI In Coding Market by Country, 2023 - 2030, USD Thousands
• TABLE 150 Germany Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 151 Germany Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 152 Germany Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 153 Germany Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 154 Germany Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 155 Germany Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 156 Germany Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 157 Germany Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 158 UK Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 159 UK Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 160 UK Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 161 UK Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 162 UK Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 163 UK Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 164 UK Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 165 UK Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 166 France Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 167 France Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 168 France Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 169 France Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 170 France Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 171 France Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 172 France Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 173 France Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 174 Russia Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 175 Russia Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 176 Russia Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 177 Russia Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 178 Russia Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 179 Russia Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 180 Russia Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 181 Russia Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 182 Spain Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 183 Spain Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 184 Spain Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 185 Spain Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 186 Spain Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 187 Spain Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 188 Spain Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 189 Spain Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 190 Italy Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 191 Italy Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 192 Italy Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 193 Italy Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 194 Italy Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 195 Italy Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 196 Italy Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 197 Italy Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 198 Rest of Europe Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 199 Rest of Europe Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 200 Rest of Europe Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 201 Rest of Europe Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 202 Rest of Europe Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 203 Rest of Europe Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 204 Rest of Europe Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 205 Rest of Europe Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 206 Asia Pacific Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 207 Asia Pacific Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 208 Asia Pacific Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 209 Asia Pacific Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 210 Asia Pacific Code Generation Market by Country, 2019 - 2022, USD Thousands
• TABLE 211 Asia Pacific Code Generation Market by Country, 2023 - 2030, USD Thousands
• TABLE 212 Asia Pacific Code Enhancement Market by Country, 2019 - 2022, USD Thousands
• TABLE 213 Asia Pacific Code Enhancement Market by Country, 2023 - 2030, USD Thousands
• TABLE 214 Asia Pacific Language Translation Market by Country, 2019 - 2022, USD Thousands
• TABLE 215 Asia Pacific Language Translation Market by Country, 2023 - 2030, USD Thousands
• TABLE 216 Asia Pacific Code Reviews Market by Country, 2019 - 2022, USD Thousands
• TABLE 217 Asia Pacific Code Reviews Market by Country, 2023 - 2030, USD Thousands
• TABLE 218 Asia Pacific Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 219 Asia Pacific Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 220 Asia Pacific Data Science & Analytics Market by Country, 2019 - 2022, USD Thousands
• TABLE 221 Asia Pacific Data Science & Analytics Market by Country, 2023 - 2030, USD Thousands
• TABLE 222 Asia Pacific Game Development & Design Market by Country, 2019 - 2022, USD Thousands
• TABLE 223 Asia Pacific Game Development & Design Market by Country, 2023 - 2030, USD Thousands
• TABLE 224 Asia Pacific Web & Application Development Market by Country, 2019 - 2022, USD Thousands
• TABLE 225 Asia Pacific Web & Application Development Market by Country, 2023 - 2030, USD Thousands
• TABLE 226 Asia Pacific IoT & Smart Devices Market by Country, 2019 - 2022, USD Thousands
• TABLE 227 Asia Pacific IoT & Smart Devices Market by Country, 2023 - 2030, USD Thousands
• TABLE 228 Asia Pacific Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 229 Asia Pacific Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 230 Asia Pacific IT & Telecom Market by Country, 2019 - 2022, USD Thousands
• TABLE 231 Asia Pacific IT & Telecom Market by Country, 2023 - 2030, USD Thousands
• TABLE 232 Asia Pacific Healthcare & Life Sciences Market by Country, 2019 - 2022, USD Thousands
• TABLE 233 Asia Pacific Healthcare & Life Sciences Market by Country, 2023 - 2030, USD Thousands
• TABLE 234 Asia Pacific Retail & E-commerce Market by Country, 2019 - 2022, USD Thousands
• TABLE 235 Asia Pacific Retail & E-commerce Market by Country, 2023 - 2030, USD Thousands
• TABLE 236 Asia Pacific BFSI Market by Country, 2019 - 2022, USD Thousands
• TABLE 237 Asia Pacific BFSI Market by Country, 2023 - 2030, USD Thousands
• TABLE 238 Asia Pacific Media & Entertainment Market by Country, 2019 - 2022, USD Thousands
• TABLE 239 Asia Pacific Media & Entertainment Market by Country, 2023 - 2030, USD Thousands
• TABLE 240 Asia Pacific Transport & Logistics Market by Country, 2019 - 2022, USD Thousands
• TABLE 241 Asia Pacific Transport & Logistics Market by Country, 2023 - 2030, USD Thousands
• TABLE 242 Asia Pacific Generative AI In Coding Market by Country, 2019 - 2022, USD Thousands
• TABLE 243 Asia Pacific Generative AI In Coding Market by Country, 2023 - 2030, USD Thousands
• TABLE 244 China Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 245 China Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 246 China Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 247 China Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 248 China Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 249 China Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 250 China Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 251 China Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 252 Japan Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 253 Japan Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 254 Japan Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 255 Japan Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 256 Japan Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 257 Japan Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 258 Japan Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 259 Japan Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 260 India Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 261 India Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 262 India Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 263 India Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 264 India Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 265 India Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 266 India Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 267 India Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 268 South Korea Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 269 South Korea Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 270 South Korea Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 271 South Korea Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 272 South Korea Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 273 South Korea Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 274 South Korea Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 275 South Korea Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 276 Singapore Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 277 Singapore Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 278 Singapore Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 279 Singapore Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 280 Singapore Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 281 Singapore Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 282 Singapore Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 283 Singapore Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 284 Malaysia Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 285 Malaysia Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 286 Malaysia Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 287 Malaysia Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 288 Malaysia Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 289 Malaysia Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 290 Malaysia Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 291 Malaysia Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands
• TABLE 292 Rest of Asia Pacific Generative AI In Coding Market, 2019 - 2022, USD Thousands
• TABLE 293 Rest of Asia Pacific Generative AI In Coding Market, 2023 - 2030, USD Thousands
• TABLE 294 Rest of Asia Pacific Generative AI In Coding Market by Operation, 2019 - 2022, USD Thousands
• TABLE 295 Rest of Asia Pacific Generative AI In Coding Market by Operation, 2023 - 2030, USD Thousands
• TABLE 296 Rest of Asia Pacific Generative AI In Coding Market by Application, 2019 - 2022, USD Thousands
• TABLE 297 Rest of Asia Pacific Generative AI In Coding Market by Application, 2023 - 2030, USD Thousands
• TABLE 298 Rest of Asia Pacific Generative AI In Coding Market by Vertical, 2019 - 2022, USD Thousands
• TABLE 299 Rest of Asia Pacific Generative AI In Coding Market by Vertical, 2023 - 2030, USD Thousands

The Global Generative AI In Coding Market size is expected to reach $95.5 million by 2030, rising at a market growth of 23.5% CAGR during the forecast period.

Generative AI models have been used to automate the creation of various forms of media content, including articles, scripts, music, and even visual art. For example, AI-driven tools can generate news articles, create plot outlines for movies or TV shows, and even compose music. Consequently, the media and entertainment segment would generate approximately 23.1% share of the market by 2030. AI-powered tools are used for video and audio editing, making the process faster and more efficient. Generative AI can assist in tasks such as video captioning, audio transcription, and automatic subtitle generation, improving accessibility and user experience. Therefore, the media and entertainment segment demand are expected to grow rapidly in the coming years.

The major strategies followed by the market participants are Partnerships, Collaborations & Agreements as the key developmental strategy to keep pace with the changing demands of end users. For instance, In August, 2023, IBM Corporation expanded its collaboration with Microsoft Corporation, an American multinational technology corporation. Through this collaboration, the IBM Consulting Azure OpenAI Service was unveiled. In July, 2023, NVIDIA Corporation collaborated with ServiceNow, a software company that provides a cloud-based platform, and Accenture, an Irish-American professional services company. Through this collaboration, the AI Lighthouse was launched.

Based on the Analysis presented in the KBV Cardinal matrix; Google, Inc. and Microsoft Corporation are the forerunners in the market. In March 2023, Google LLC formed a partnership with Replit, Inc., an online integrated development environment. Through this partnership, the developers of Replit got to access Google Cloud infrastructure, services, and foundation models through. and Companies such as IBM Corporation, NVIDIA Corporation, Adobe, Inc. are some of the key innovators in the Market.

Market Growth Factors

Increasing demand for automation in various sectors

Automation of repetitive coding tasks significantly improves efficiency in software development. Automation diminishes the risk of human errors in coding. Generative AI tools can generate code that adheres to best practices and coding standards, reducing the likelihood of bugs and vulnerabilities. Fewer errors lead to more reliable and secure software. The AI can identify code issues, suggest improvements, and perform code analysis more rapidly and consistently than manual reviews. Furthermore, automation reduces the need for extensive manual coding and testing, resulting in organization cost savings. Fewer resources are required to achieve the same or even higher productivity and code quality levels. These factors are expected to boost the demand for market in the upcoming years.

Shortage of skilled software developers and engineers

Generative AI coding tools can assist less experienced developers by providing code suggestions, auto-completion, and real-time feedback, reducing the learning curve and allowing developers to become more productive. These tools can automatically generate code snippets or complete code sections based on high-level descriptions or requirements. This feature benefits less experienced developers who may need help writing complex or error-prone code from scratch. This helps less experienced developers learn from their mistakes and improve their coding practices. These tools often support multiple programming languages and frameworks, allowing less experienced developers to work in the languages they are most comfortable with or that are most in demand. As a result, these factors pose a lucrative prospect for the market.

Market Restraining Factors

Concerns associated with data quality and quantity

In specialized industries or niche domains, a limited amount of relevant training data may be available. For example, in medical coding or aerospace engineering, the volume of publicly accessible code samples or datasets can be significantly smaller than in general programming domains like web development. This scarcity of data poses a fundamental challenge, as generative AI models require substantial data to learn effectively. Furthermore, creating high-quality training data often involves manual annotation and labeling, which can be labor-intensive and costly, especially for specialized coding tasks. This increases the overall cost and time required to develop generative AI models. These factors are expected to limit the growth of the market in the future.

Operation Outlook

Based on operation, the market is divided into code generation, code enhancement, language translation, and code reviews. The code generation segment procured the largest revenue share in the market in 2022. As software development continues to be a critical aspect of various industries, there is a growing demand for automation in coding. Generative AI, with its ability to automatically generate code snippets and even entire programs, addresses this demand by speeding up development processes and reducing the need for manual coding. In addition, the technology industry needs more skilled developers, and this gap is expected to widen.

Application Outlook

By application, the market is segmented into data science & analytics, game development & design, web & application development, and IoT & smart devices. In 2022, the web and application development segment acquired a considerable revenue share in the market. Web and application development projects often have tight deadlines. Generative AI coding tools help accelerate development by automating repetitive tasks like generating code templates, layouts, and UI components. This speed is crucial in meeting market demands for timely product releases.

Vertical Outlook

On the basis of vertical, the market is divided into BFSI, media & entertainment, IT & telecom, healthcare & life sciences, transport & logistics, and retail & e-commerce. The IT and telecom segment witnessed the maximum revenue share in the market in 2022. In the IT and telecom industry, there is a growing demand for automating network operations, including the configuration of network devices, troubleshooting, and optimization. Generative AI coding tools can help automate repetitive tasks by generating code scripts for network management, which saves time and reduces human errors.

Regional Outlook

Based on region, the market is segmented into North America, Europe, Asia Pacific, and LAMEA. In 2022, the Asia Pacific segment garnered a considerable revenue share in the market. Cities like Beijing, Shanghai, Bangalore, Singapore, and Tokyo have emerged as tech hubs and innovation centers in the APAC region. These hubs are home to numerous startups, research institutions, and tech companies actively involved in developing and applying generative AI in coding. APAC countries, particularly India and China, have many highly skilled software developers and engineers. This skilled workforce is a source of demand for generative AI coding solutions and a talent pool for developing these technologies. All these factors will boost the demand in the Asia Pacific segment in the upcoming years.

The market research report covers the analysis of key stakeholders of the market. Key companies profiled in the report include Skillsoft Corporation, CodiumAI, Snyk Limited, Google LLC, IBM Corporation, Microsoft Corporation, NVIDIA Corporation, OpenAI, L.L.C., Tabnine, Adobe, Inc.

Recent Strategies of Generative AI In Coding Market

Partnerships, Collaborations, and Agreements:

Aug-2023: IBM Corporation expanded its collaboration with Microsoft Corporation, an American multinational technology corporation. Through this collaboration, the IBM Consulting Azure OpenAI Service was unveiled. The IBM Consulting Azure OpenAI Service helps developers and data scientists use large language models, GPT, and Codex series.

Jul-2023: Microsoft Corporation teamed up with Capgemini SE, a French multinational information technology services and consulting company. Through this collaboration, the Azure Intelligent App Factory was set up. The Azure Intelligent App Factory helps organizations increase their AI investments, foster new innovations, and advance the business value of existing applications. Additionally, the new product addresses enterprise-wide adoption of generative AI and incorporates use cases across industries.

Jul-2023: NVIDIA Corporation collaborated with ServiceNow, a software company that provides a cloud-based platform, and Accenture, an Irish-American professional services company. Through this collaboration, the AI Lighthouse was launched. The AI Lighthouse combines the ServiceNow enterprise automation platform, NVIDIA AI supercomputing and software, and Accenture AI transformation services, which help customers develop generative AI large language models (LLMs) and applications to upgrade their businesses.

Jun-2023: Microsoft Corporation came into a partnership with Moody's Corporation, a global integrated risk assessment firm. Through this partnership, innovative products were created that upgraded the insights relating to corporate intelligence and risk assessment with the instigation of Microsoft AI in combination with the analytics, data, and research of Moody.

Jun-2023: Microsoft Corporation expanded its partnership with Snowflake Inc., a cloud computing-based data cloud company. Through this partnership, new products were launched in AI, data governance, low code/no code application development and many other fields. Additionally, the companies upgraded their joint market strategies thus leading to field collaborations and introduction of joint products to the customers.

Jun-2023: Microsoft Corporation expanded its partnership with HCL Technologies Limited, an Indian multinational information technology services and consulting company. Through this extended partnership, enterprises incorporated generative artificial intelligence (AI) and jointly created solutions to help businesses achieve improved outcomes and bring about business transformation.

Jun-2023: Adobe, Inc., came into a partnership with Omnicom Group, Inc., an American global media, marketing, and corporate communications holding company. Through this partnership, the companies incorporated Adobe Firefly for generating content using the increased automation of the API.

Jun-2023: Adobe, Inc., extended its partnership with IBM Corporation, an American global media, marketing, and corporate communications holding company. Through this extended partnership, content supply chains were upgraded through the incorporation of next-generation AI, namely, Adobe Sensei GenAI services and Adobe Firefly. Additionally, the companies help the clients create a unified content supply chain ecosystem for increasing creativity and automating tasks.

Jun-2023: Skillsoft Corporation came into an agreement with Infosys Limited, an Indian multinational information technology company. Under this agreement, the companies provided learners with the educational contents of Skillsoft through Infosys Springboard. Additionally, this collaboration would give the young learners quality content to build their critical leadership and technology skills.

Mar-2023: Google LLC formed a partnership with Replit, Inc., an online integrated development environment. Through this partnership, the developers of Replit got to access Google Cloud infrastructure, services, and foundation models through Ghostwriter, while the collaborative code editing platform of Replit was accessed by Google Cloud and Workplace developers. Additionally, the collaboration advanced the creation of generative AI applications and created an open ecosystem for generative AI.

Mar-2023: NVIDIA Corporation joined hand with Amazon Web Services, Inc., which provides cloud computing platforms and APIs to the customers. Through this collaboration, the companies developed on-demand artificial intelligence (AI) infrastructure that can be used for creating large language models (LLMs) and generative AI applications.

Product Launches and Product Expansions:

Aug-2023: IBM Corporation introduced the Watsonx Code Assistant for Z, a generic AI-assisted tool used to translate COBOL to Java on IBM Z. Watsonx Code Assistant for Z increases the productivity of developers on the platform and assists businesses to support generative AI and upgrade the modernization of their mainframe applications. Additionally, Watsonx Code Assistant for Z helps enhance the security, performance, and flexibility of IBM Z.

Aug-2023: NVIDIA Corporation launched the NVIDIA AI Workbench, a simplified toolkit assisting developers to create models from NVIDIA NGC, Hugging Face, and GitHub using customized data. The NVIDIA AI Workbench helps cross-organizational teams develop AI-based applications, which are necessary for all businesses.

Aug-2023: NVIDIA Corporation introduced the NVIDIA RTX workstations, assisting development and content creation in the fields of generative AI and digitization. The NVIDIA RTX workstations includes NVIDIA RTX 6000 Ada Generation GPUs and comprise the NVIDIA AI Enterprise and NVIDIA Omniverse Enterprise software, which help developers in building vast and digitized worlds involving generative AI.

Jun-2023: Skillsoft Corporation launched the ChatGPT Learning Journey, a series of generative AI courses for equipping organizations and the workforce with skills to use technology productively. The ChatGPT Learning Journey considers the challenges and provides solutions to the customers to avail the opportunity of using generative AI in a safe and ethical manner.

Acquisition and Mergers:

Jun-2023: Snyk Limited came into an agreement to acquire Enso Security, an information security startup. Through this acquisition, Snyk upgraded its DevSecOps and build upon the market leadership through addition of new capabilities that allow growth of the security leaders as well as manage the global developer security programs.

Apr-2022: Skillsoft Corporation took over Codecademy, an American online interactive platform that offers free coding classes. Through this acquisition, Skillsoft increased its product base through the additions from Codecademy's learning platform. Additionally, the acquisition provided cross-selling opportunities, revenue growth and gross margins.

Scope of the Study

Market Segments covered in the Report:

By Operation

• Code Generation
• Code Enhancement
• Language Translation
• Code Reviews

By Application

• Data Science & Analytics
• Game Development & Design
• Web & Application Development
• IoT & Smart Devices

By Vertical

• IT & Telecom
• Healthcare & Life Sciences
• Retail & E-commerce
• BFSI
• Media & Entertainment
• Transport & Logistics

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Companies Profiled

• Skillsoft Corporation
• CodiumAI
• Snyk Limited
• Google LLC
• IBM Corporation
• Microsoft Corporation
• NVIDIA Corporation
• OpenAI, L.L.C.
• Tabnine
• Adobe, Inc.

Unique Offerings from KBV Research

• Exhaustive coverage
• Highest number of market tables and figures
• Subscription based model available
• Guaranteed best price
• Assured post sales research support with 10% customization free

Table of Contents

Chapter 1. Market Scope & Methodology

• 1.1 Market Definition
• 1.2 Objectives
• 1.3 Market Scope
• 1.4 Segmentation
  • 1.4.1 Global Generative AI In Coding Market, by Operation
  • 1.4.2 Global Generative AI In Coding Market, by Application
  • 1.4.3 Global Generative AI In Coding Market, by Vertical
  • 1.4.4 Global Generative AI In Coding Market, by Geography
• 1.5 Methodology for the research

Chapter 2. Market at a Glance

• 2.1 Key Highlights

Chapter 3. Market Overview

• 3.1 Introduction
  • 3.1.1 Overview
    • 3.1.1.1 Market Composition and Scenario
• 3.2 Key Factors Impacting the Market
  • 3.2.1 Market Drivers
  • 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

• 4.1 KBV Cardinal Matrix
• 4.2 Recent Industry Wide Strategic Developments
  • 4.2.1 Partnerships, Collaborations and Agreements
  • 4.2.2 Product Launches and Product Expansions
  • 4.2.3 Acquisition and Mergers
• 4.3 Market Share Analysis, 2022
• 4.4 Top Winning Strategies
  • 4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
  • 4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2023, Mar - 2023, Aug) Leading Players
• 4.5 Porter's Five Forces Analysis

Chapter 5. Global Generative AI In Coding Market by Operation

• 5.1 Global Code Generation Market by Region
• 5.2 Global Code Enhancement Market by Region
• 5.3 Global Language Translation Market by Region
• 5.4 Global Code Reviews Market by Region

Chapter 6. Global Generative AI In Coding Market by Application

• 6.1 Global Data Science & Analytics Market by Region
• 6.2 Global Game Development & Design Market by Region
• 6.3 Global Web & Application Development Market by Region
• 6.4 Global IoT & Smart Devices Market by Region

Chapter 7. Global Generative AI In Coding Market by Vertical

• 7.1 Global IT & Telecom Market by Region
• 7.2 Global Healthcare & Life Sciences Market by Region
• 7.3 Global Retail & E-commerce Market by Region
• 7.4 Global BFSI Market by Region
• 7.5 Global Media & Entertainment Market by Region
• 7.6 Global Transport & Logistics Market by Region

Chapter 8. Global Generative AI In Coding Market by Region

• 8.1 North America Generative AI In Coding Market
  • 8.1.1 North America Generative AI In Coding Market by Operation
    • 8.1.1.1 North America Code Generation Market by Country
    • 8.1.1.2 North America Code Enhancement Market by Country
    • 8.1.1.3 North America Language Translation Market by Country
    • 8.1.1.4 North America Code Reviews Market by Country
  • 8.1.2 North America Generative AI In Coding Market by Application
    • 8.1.2.1 North America Data Science & Analytics Market by Country
    • 8.1.2.2 North America Game Development & Design Market by Country
    • 8.1.2.3 North America Web & Application Development Market by Country
    • 8.1.2.4 North America IoT & Smart Devices Market by Country
  • 8.1.3 North America Generative AI In Coding Market by Vertical
    • 8.1.3.1 North America IT & Telecom Market by Country
    • 8.1.3.2 North America Healthcare & Life Sciences Market by Country
    • 8.1.3.3 North America Retail & E-commerce Market by Country
    • 8.1.3.4 North America BFSI Market by Country
    • 8.1.3.5 North America Media & Entertainment Market by Country
    • 8.1.3.6 North America Transport & Logistics Market by Country
  • 8.1.4 North America Generative AI In Coding Market by Country
    • 8.1.4.1 US Generative AI In Coding Market
      • 8.1.4.1.1 US Generative AI In Coding Market by Operation
      • 8.1.4.1.2 US Generative AI In Coding Market by Application
      • 8.1.4.1.3 US Generative AI In Coding Market by Vertical
    • 8.1.4.2 Canada Generative AI In Coding Market
      • 8.1.4.2.1 Canada Generative AI In Coding Market by Operation
      • 8.1.4.2.2 Canada Generative AI In Coding Market by Application
      • 8.1.4.2.3 Canada Generative AI In Coding Market by Vertical
    • 8.1.4.3 Mexico Generative AI In Coding Market
      • 8.1.4.3.1 Mexico Generative AI In Coding Market by Operation
      • 8.1.4.3.2 Mexico Generative AI In Coding Market by Application
      • 8.1.4.3.3 Mexico Generative AI In Coding Market by Vertical
    • 8.1.4.4 Rest of North America Generative AI In Coding Market
      • 8.1.4.4.1 Rest of North America Generative AI In Coding Market by Operation
      • 8.1.4.4.2 Rest of North America Generative AI In Coding Market by Application
      • 8.1.4.4.3 Rest of North America Generative AI In Coding Market by Vertical
• 8.2 Europe Generative AI In Coding Market
  • 8.2.1 Europe Generative AI In Coding Market by Operation
    • 8.2.1.1 Europe Code Generation Market by Country
    • 8.2.1.2 Europe Code Enhancement Market by Country
    • 8.2.1.3 Europe Language Translation Market by Country
    • 8.2.1.4 Europe Code Reviews Market by Country
  • 8.2.2 Europe Generative AI In Coding Market by Application
    • 8.2.2.1 Europe Data Science & Analytics Market by Country
    • 8.2.2.2 Europe Game Development & Design Market by Country
    • 8.2.2.3 Europe Web & Application Development Market by Country
    • 8.2.2.4 Europe IoT & Smart Devices Market by Country
  • 8.2.3 Europe Generative AI In Coding Market by Vertical
    • 8.2.3.1 Europe IT & Telecom Market by Country
    • 8.2.3.2 Europe Healthcare & Life Sciences Market by Country
    • 8.2.3.3 Europe Retail & E-commerce Market by Country
    • 8.2.3.4 Europe BFSI Market by Country
    • 8.2.3.5 Europe Media & Entertainment Market by Country
    • 8.2.3.6 Europe Transport & Logistics Market by Country
  • 8.2.4 Europe Generative AI In Coding Market by Country
    • 8.2.4.1 Germany Generative AI In Coding Market
      • 8.2.4.1.1 Germany Generative AI In Coding Market by Operation
      • 8.2.4.1.2 Germany Generative AI In Coding Market by Application
      • 8.2.4.1.3 Germany Generative AI In Coding Market by Vertical
    • 8.2.4.2 UK Generative AI In Coding Market
      • 8.2.4.2.1 UK Generative AI In Coding Market by Operation
      • 8.2.4.2.2 UK Generative AI In Coding Market by Application
      • 8.2.4.2.3 UK Generative AI In Coding Market by Vertical
    • 8.2.4.3 France Generative AI In Coding Market
      • 8.2.4.3.1 France Generative AI In Coding Market by Operation
      • 8.2.4.3.2 France Generative AI In Coding Market by Application
      • 8.2.4.3.3 France Generative AI In Coding Market by Vertical
    • 8.2.4.4 Russia Generative AI In Coding Market
      • 8.2.4.4.1 Russia Generative AI In Coding Market by Operation
      • 8.2.4.4.2 Russia Generative AI In Coding Market by Application
      • 8.2.4.4.3 Russia Generative AI In Coding Market by Vertical
    • 8.2.4.5 Spain Generative AI In Coding Market
      • 8.2.4.5.1 Spain Generative AI In Coding Market by Operation
      • 8.2.4.5.2 Spain Generative AI In Coding Market by Application
      • 8.2.4.5.3 Spain Generative AI In Coding Market by Vertical
    • 8.2.4.6 Italy Generative AI In Coding Market
      • 8.2.4.6.1 Italy Generative AI In Coding Market by Operation
      • 8.2.4.6.2 Italy Generative AI In Coding Market by Application
      • 8.2.4.6.3 Italy Generative AI In Coding Market by Vertical
    • 8.2.4.7 Rest of Europe Generative AI In Coding Market
      • 8.2.4.7.1 Rest of Europe Generative AI In Coding Market by Operation
      • 8.2.4.7.2 Rest of Europe Generative AI In Coding Market by Application
      • 8.2.4.7.3 Rest of Europe Generative AI In Coding Market by Vertical
• 8.3 Asia Pacific Generative AI In Coding Market
  • 8.3.1 Asia Pacific Generative AI In Coding Market by Operation
    • 8.3.1.1 Asia Pacific Code Generation Market by Country
    • 8.3.1.2 Asia Pacific Code Enhancement Market by Country
    • 8.3.1.3 Asia Pacific Language Translation Market by Country
    • 8.3.1.4 Asia Pacific Code Reviews Market by Country
  • 8.3.2 Asia Pacific Generative AI In Coding Market by Application
    • 8.3.2.1 Asia Pacific Data Science & Analytics Market by Country
    • 8.3.2.2 Asia Pacific Game Development & Design Market by Country
    • 8.3.2.3 Asia Pacific Web & Application Development Market by Country
    • 8.3.2.4 Asia Pacific IoT & Smart Devices Market by Country
  • 8.3.3 Asia Pacific Generative AI In Coding Market by Vertical
    • 8.3.3.1 Asia Pacific IT & Telecom Market by Country
    • 8.3.3.2 Asia Pacific Healthcare & Life Sciences Market by Country
    • 8.3.3.3 Asia Pacific Retail & E-commerce Market by Country
    • 8.3.3.4 Asia Pacific BFSI Market by Country
    • 8.3.3.5 Asia Pacific Media & Entertainment Market by Country
    • 8.3.3.6 Asia Pacific Transport & Logistics Market by Country
  • 8.3.4 Asia Pacific Generative AI In Coding Market by Country
    • 8.3.4.1 China Generative AI In Coding Market
      • 8.3.4.1.1 China Generative AI In Coding Market by Operation
      • 8.3.4.1.2 China Generative AI In Coding Market by Application
      • 8.3.4.1.3 China Generative AI In Coding Market by Vertical
    • 8.3.4.2 Japan Generative AI In Coding Market
      • 8.3.4.2.1 Japan Generative AI In Coding Market by Operation
      • 8.3.4.2.2 Japan Generative AI In Coding Market by Application
      • 8.3.4.2.3 Japan Generative AI In Coding Market by Vertical
    • 8.3.4.3 India Generative AI In Coding Market
      • 8.3.4.3.1 India Generative AI In Coding Market by Operation
      • 8.3.4.3.2 India Generative AI In Coding Market by Application
      • 8.3.4.3.3 India Generative AI In Coding Market by Vertical
    • 8.3.4.4 South Korea Generative AI In Coding Market
      • 8.3.4.4.1 South Korea Generative AI In Coding Market by Operation
      • 8.3.4.4.2 South Korea Generative AI In Coding Market by Application
      • 8.3.4.4.3 South Korea Generative AI In Coding Market by Vertical
    • 8.3.4.5 Singapore Generative AI In Coding Market
      • 8.3.4.5.1 Singapore Generative AI In Coding Market by Operation
      • 8.3.4.5.2 Singapore Generative AI In Coding Market by Application
      • 8.3.4.5.3 Singapore Generative AI In Coding Market by Vertical
    • 8.3.4.6 Malaysia Generative AI In Coding Market
      • 8.3.4.6.1 Malaysia Generative AI In Coding Market by Operation
      • 8.3.4.6.2 Malaysia Generative AI In Coding Market by Application
      • 8.3.4.6.3 Malaysia Generative AI In Coding Market by Vertical
    • 8.3.4.7 Rest of Asia Pacific Generative AI In Coding Market
      • 8.3.4.7.1 Rest of Asia Pacific Generative AI In Coding Market by Operation
      • 8.3.4.7.2 Rest of Asia Pacific Generative AI In Coding Market by Application
      • 8.3.4.7.3 Rest of Asia Pacific Generative AI In Coding Market by Vertical
• 8.4 LAMEA Generative AI In Coding Market
  • 8.4.1 LAMEA Generative AI In Coding Market by Operation
    • 8.4.1.1 LAMEA Code Generation Market by Country
    • 8.4.1.2 LAMEA Code Enhancement Market by Country
    • 8.4.1.3 LAMEA Language Translation Market by Country
    • 8.4.1.4 LAMEA Code Reviews Market by Country
  • 8.4.2 LAMEA Generative AI In Coding Market by Application
    • 8.4.2.1 LAMEA Data Science & Analytics Market by Country
    • 8.4.2.2 LAMEA Game Development & Design Market by Country
    • 8.4.2.3 LAMEA Web & Application Development Market by Country
    • 8.4.2.4 LAMEA IoT & Smart Devices Market by Country
  • 8.4.3 LAMEA Generative AI In Coding Market by Vertical
    • 8.4.3.1 LAMEA IT & Telecom Market by Country
    • 8.4.3.2 LAMEA Healthcare & Life Sciences Market by Country
    • 8.4.3.3 LAMEA Retail & E-commerce Market by Country
    • 8.4.3.4 LAMEA BFSI Market by Country
    • 8.4.3.5 LAMEA Media & Entertainment Market by Country
    • 8.4.3.6 LAMEA Transport & Logistics Market by Country
  • 8.4.4 LAMEA Generative AI In Coding Market by Country
    • 8.4.4.1 Brazil Generative AI In Coding Market
      • 8.4.4.1.1 Brazil Generative AI In Coding Market by Operation
      • 8.4.4.1.2 Brazil Generative AI In Coding Market by Application
      • 8.4.4.1.3 Brazil Generative AI In Coding Market by Vertical
    • 8.4.4.2 Argentina Generative AI In Coding Market
      • 8.4.4.2.1 Argentina Generative AI In Coding Market by Operation
      • 8.4.4.2.2 Argentina Generative AI In Coding Market by Application
      • 8.4.4.2.3 Argentina Generative AI In Coding Market by Vertical
    • 8.4.4.3 UAE Generative AI In Coding Market
      • 8.4.4.3.1 UAE Generative AI In Coding Market by Operation
      • 8.4.4.3.2 UAE Generative AI In Coding Market by Application
      • 8.4.4.3.3 UAE Generative AI In Coding Market by Vertical
    • 8.4.4.4 Saudi Arabia Generative AI In Coding Market
      • 8.4.4.4.1 Saudi Arabia Generative AI In Coding Market by Operation
      • 8.4.4.4.2 Saudi Arabia Generative AI In Coding Market by Application
      • 8.4.4.4.3 Saudi Arabia Generative AI In Coding Market by Vertical
    • 8.4.4.5 South Africa Generative AI In Coding Market
      • 8.4.4.5.1 South Africa Generative AI In Coding Market by Operation
      • 8.4.4.5.2 South Africa Generative AI In Coding Market by Application
      • 8.4.4.5.3 South Africa Generative AI In Coding Market by Vertical
    • 8.4.4.6 Nigeria Generative AI In Coding Market
      • 8.4.4.6.1 Nigeria Generative AI In Coding Market by Operation
      • 8.4.4.6.2 Nigeria Generative AI In Coding Market by Application
      • 8.4.4.6.3 Nigeria Generative AI In Coding Market by Vertical
    • 8.4.4.7 Rest of LAMEA Generative AI In Coding Market
      • 8.4.4.7.1 Rest of LAMEA Generative AI In Coding Market by Operation
      • 8.4.4.7.2 Rest of LAMEA Generative AI In Coding Market by Application
      • 8.4.4.7.3 Rest of LAMEA Generative AI In Coding Market by Vertical

Chapter 9. Company Profiles

• 9.1 Skillsoft Corporation
  • 9.1.1 Company Overview
  • 9.1.2 Financial Analysis
  • 9.1.3 Segmental and Regional Analysis
  • 9.1.4 Recent strategies and developments:
    • 9.1.4.1 Partnerships, Collaborations, and Agreements:
    • 9.1.4.2 Product Launches and Product Expansions:
    • 9.1.4.3 Acquisition and Mergers:
  • 9.1.5 SWOT Analysis
• 9.2 CodiumAI
  • 9.2.1 Company Overview
  • 9.2.2 SWOT Analysis
• 9.3 Snyk Limited
  • 9.3.1 Company Overview
  • 9.3.2 Recent strategies and developments:
    • 9.3.2.1 Acquisition and Mergers:
  • 9.3.3 SWOT Analysis
• 9.4 Google LLC (Alphabet Inc.)
  • 9.4.1 Company Overview
  • 9.4.2 Financial Analysis
  • 9.4.3 Segmental and Regional Analysis
  • 9.4.4 Research & Development Expense
  • 9.4.5 Recent strategies and developments:
    • 9.4.5.1 Partnerships, Collaborations, and Agreements:
  • 9.4.6 SWOT Analysis
• 9.5 IBM Corporation
  • 9.5.1 Company Overview
  • 9.5.2 Financial Analysis
  • 9.5.3 Segmental and Regional Analysis
  • 9.5.4 Research & Development Expenses
  • 9.5.5 Recent strategies and developments:
    • 9.5.5.1 Partnerships, Collaborations, and Agreements:
    • 9.5.5.2 Product Launches and Product Expansions:
  • 9.5.6 SWOT Analysis
• 9.6 Microsoft Corporation
  • 9.6.1 Company Overview
  • 9.6.2 Financial Analysis
  • 9.6.3 Segmental and Regional Analysis
  • 9.6.4 Research & Development Expenses
  • 9.6.5 Recent strategies and developments:
    • 9.6.5.1 Partnerships, Collaborations, and Agreements:
  • 9.6.6 SWOT Analysis
• 9.7 NVIDIA Corporation
  • 9.7.1 Company Overview
  • 9.7.2 Financial Analysis
  • 9.7.3 Segmental and Regional Analysis
  • 9.7.4 Research & Development Expenses
  • 9.7.5 Recent strategies and developments:
    • 9.7.5.1 Partnerships, Collaborations, and Agreements:
    • 9.7.5.2 Product Launches and Product Expansions:
  • 9.7.6 SWOT Analysis
• 9.8 OpenAI, L.L.C.
  • 9.8.1 Company Overview
  • 9.8.2 SWOT Analysis
• 9.9 Tabnine Inc.
  • 9.9.1 Company Overview
  • 9.9.2 SWOT Analysis
• 9.10. Adobe, Inc.
  • 9.10.1 Company Overview
  • 9.10.2 Financial Analysis
  • 9.10.3 Segmental and Regional Analysis
  • 9.10.4 Research & Development Expense
  • 9.10.5 Recent strategies and developments:
    • 9.10.5.1 Partnerships, Collaborations, and Agreements:
  • 9.10.6 SWOT Analysis

Chapter 10. Winning Imperatives of Generative AI In Coding Market