데이터 파이프라인 툴 시장 규모, 점유율, 동향 분석 보고서 : 구성요소별, 유형별, 전개별, 기업 규모별, 용도별, 최종 용도별, 지역별, 부문별 예측(2025-2030년)

Data Pipeline Tools Market Size, Share & Trends Analysis Report By Component (Tools, Services), By Type, By Deployment, By Enterprise Size, By Application, By End-use, By Region, And Segment Forecasts, 2025 - 2030

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한글목차

데이터 파이프라인 툴 시장 성장과 동향

Grand View Research, Inc.의 최신 보고서에 따르면, 세계 데이터 파이프라인 도구 시장 규모는 2025-2030년 동안 26.8%의 CAGR을 기록하여 2030년에는 483억 3,170만 달러에 달할 것으로 예상됩니다.

AI 기반 애플리케이션, 사물인터넷(IoT), 클라우드 컴퓨팅, 초저지연 등 다양한 기술의 채택이 증가함에 따라 데이터 파이프라인 툴과 서비스에 대한 세계 성장 기회가 창출될 것으로 예상됩니다. Adoption AI Index 2022' 보고서에 따르면, 35.0%의 기업이 AI를 업무에 활용하고 있다고 응답했습니다.

COVID-19는 데이터 파이프라인 도구 시장에 긍정적인 영향을 미쳤습니다. 데이터 파이프라인 도구의 사용 증가 요인 중 하나는 사물인터넷(IoT)의 도입으로, IoT는 센서를 통해 대량의 비정형 데이터를 수집하고 데이터 파이프라인을 통해 변환하여 데이터베이스로 전송하여 분석 및 대시보드에 표시할 수 있도록 하는 역할을 합니다. 분석 및 대시보드에 표시합니다.

의료 산업에서 사물인터넷(IoT)의 사용 사례는 다양합니다. 예를 들어, 남아프리카공화국 하우텡주의 의료 서비스는 전자 침대 관리 시스템(eBMS)을 도입하여 다양한 시설의 병상 가용성을 추적하고 있습니다. 침대에 설치된 IoT 센서를 통해 의료진은 클라우드 기반 기술을 통해 병상 가용성을 즉각적으로 판단할 수 있게 되었습니다. 또한, 전자 침대 관리 시스템(eBMS)은 응급실 및 기타 의료 시설에 대한 신속한 접근으로 대기 시간을 크게 단축하는 데 도움이 되었습니다.

데이터 파이프라인 툴 시장 보고서 하이라이트

• 구성요소별로는 툴이 2024년 78.3%의 점유율로 시장을 장악했습니다. 이 부문의 성장은 업계 주요 기업들의 이니셔티브 증가에 기인합니다. 예를 들어, 2022년 3월 K2View는 방대한 규모의 데이터 제품을 실시간으로 구축, 제공 및 관리할 수 있는 데이터 제품 플랫폼 출시를 발표했습니다.
• 유형별로는 ETL 데이터 파이프라인 부문이 2024년 39.46%의 점유율로 시장을 장악했습니다. 기업의 생산성 향상에 대한 수요 증가가 이 부문의 성장을 견인하고 있습니다.
• 전개에 있어 클라우드 부문은 2024년 71.18%의 점유율로 시장을 장악했습니다. 사이버 보안 벤처스는 2021년, 2025년까지 100제타바이트 이상의 데이터가 클라우드에 저장될 것으로 추정했습니다.
• 기업 규모별로는 중소기업이 클라우드 컴퓨팅 서비스 도입 증가로 인해 예측 기간 동안 가장 빠른 CAGR을 기록할 것으로 예상됩니다.
• 용도별로는 실시간 분석 부문이 2024년 22.92%의 점유율을 차지하며 시장을 장악했습니다.
• 최종 용도별로는 의료 부문이 예측 기간 동안 가장 높은 CAGR을 기록했습니다.
• 북미가 2024년 34.8%의 점유율로 시장을 주도했으며, IoT 투자 증가가 이 지역 시장을 이끄는 주요 이유 중 하나입니다.

목차

제1장 조사 방법과 범위

제2장 주요 요약

제3장 데이터 파이프라인 툴 시장 변수, 동향, 범위

• 시장 계통 전망
• 시장 역학
  • 시장 성장 촉진요인 분석
  • 시장 성장 억제요인 분석
  • 산업 과제
• 데이터 파이프라인 툴 시장 분석 툴
  • 산업 분석 - Porter's Five Forces 분석
  • PESTEL 분석

제4장 데이터 파이프라인 툴 시장 : 구성요소별, 추정·동향 분석

• 부문 대시보드
• 데이터 파이프라인 툴 시장 : 구성요소 변동 분석, 100만 달러, 2024년과 2030년
• 툴
• 서비스

제5장 데이터 파이프라인 툴 시장 : 유형별, 추정·동향 분석

• 부문 대시보드
• 데이터 파이프라인 툴 시장 : 유형 변동 분석, 100만 달러, 2024년과 2030년
• ETL 데이터 파이프라인
• ELT 데이터 파이프라인
• 실시간 데이터 파이프라인
• 배치 데이터 파이프라인

제6장 데이터 파이프라인 툴 시장 : 전개 추정·동향 분석

• 부문 대시보드
• 데이터 파이프라인 툴 시장 : 전개 변동 분석, 100만 달러, 2024년과 2030년
• 온프레미스
• 클라우드 기반

제7장 데이터 파이프라인 툴 시장 : 기업 규모, 추정·동향 분석

• 부문 대시보드
• 데이터 파이프라인 툴 시장 : 기업 규모 변동 분석, 100만 달러, 2024년과 2030년
• 대기업
• 중소기업

제8장 데이터 파이프라인 툴 시장 : 용도별, 추정·동향 분석

• 부문 대시보드
• 데이터 파이프라인 툴 시장 : 용도 변동 분석, 100만 달러, 2024년과 2030년
• 실시간 분석
• 예지보전
• 판매와 마케팅 데이터
• 고객관계관리
• 데이터 트래픽 관리
• 데이터 마이그레이션
• 기타

제9장 데이터 파이프라인 툴 시장 : 최종 용도별, 추정·동향 분석

• 부문 대시보드
• 데이터 파이프라인 툴 시장 : 최종 용도 변동 분석, 100만 달러, 2024년과 2030년
• BFSI
• 소매·E-Commerce
• IT와 통신
• 의료
• 운송·물류
• 제조업
• 기타

제10장 데이터 파이프라인 툴 시장 : 지역별, 추정·동향 분석

• 데이터 파이프라인 툴 시장 점유율, 지역별, 2024년과 2030년, 100만 달러
• 북미
  • 국가별, 2018-2030년
  • 구성요소별, 2018-2030년
  • 유형별, 2018-2030년
  • 전개별, 2018-2030년
  • 기업 규모별, 2018-2030년
  • 용도별, 2018-2030년
  • 최종 용도별, 2018-2030년
  • 미국
  • 캐나다
  • 멕시코
• 유럽
  • 국가별, 2018-2030년
  • 구성요소별, 2018-2030년
  • 유형별, 2018-2030년
  • 전개별, 2018-2030년
  • 기업 규모별, 2018-2030년
  • 용도별, 2018-2030년
  • 최종 용도별, 2018-2030년
  • 영국
  • 독일
  • 프랑스
• 아시아태평양
  • 국가별, 2018-2030년
  • 구성요소별, 2018-2030년
  • 유형별, 2018-2030년
  • 전개별, 2018-2030년
  • 기업 규모별, 2018-2030년
  • 용도별, 2018-2030년
  • 최종 용도별, 2018-2030년
  • 중국
  • 일본
  • 인도
  • 한국
  • 호주
• 라틴아메리카
  • 국가별, 2018-2030년
  • 구성요소별, 2018-2030년
  • 유형별, 2018-2030년
  • 전개별, 2018-2030년
  • 기업 규모별, 2018-2030년
  • 용도별, 2018-2030년
  • 최종 용도별, 2018-2030년
  • 최종 용도별, 2018-2030년
  • 브라질
• 중동 및 아프리카
  • 국가별, 2018-2030년
  • 구성요소별, 2018-2030년
  • 유형별, 2018-2030년
  • 전개별, 2018-2030년
  • 기업 규모별, 2018-2030년
  • 용도별, 2018-2030년
  • 최종 용도별, 2018-2030년
  • 아랍에미리트
  • 사우디아라비아
  • 남아프리카공화국

제11장 경쟁 상황

• 주요 시장 진출 기업의 최근 동향과 영향 분석
• 기업 분류
• 기업의 시장 포지셔닝
• 기업 히트맵 분석
• 전략 매핑
• 기업 개요/상장 기업
  • Google LLC
  • IBM
  • Microsoft Corporation
  • Software AG
  • Actian Corporation
  • Oracle
  • Amazon Web Services, Inc.
  • Hevo Data Inc.
  • K2VIEW
  • SnapLogic Inc

ksm

영문 목차

영문목차

Data Pipeline Tools Market Growth & Trends:

The global data pipeline tools market size is estimated to reach USD 48,331.7 million by 2030, registering a CAGR of 26.8% from 2025 to 2030, according to a new report by Grand View Research, Inc. The increasing adoption of various technologies, such as AI-based applications, the Internet of Things (IoT), cloud computing, and initiatives for ultra-low latency are expected to create growth opportunities for data pipeline tools and services globally. According to the IBM Global Adoption AI Index 2022 report, 35.0% of the firms reported that they have been using AI in their business operations.

The COVID-19 outbreak had a positive impact on the data pipeline tools market. One of the factors that can be attributed to the growth in the usage of data pipeline tools can be the implementation of the Internet of Things (IoT). It involves collecting large volumes of unstructured data through sensors which are transformed and transferred with the help of data pipelines to databases for analysis and presentation on the dashboard.

There are various use cases of the Internet of Things (IoT) in the healthcare industry; for instance, South African Gauteng health services, introduced an electronic Bed Management System (eBMS) to track bed availability across various facilities. The IoT sensors installed in the beds provided medical employees the opportunity to instantly determine the availability of the beds using cloud-based technologies. Moreover, the electronic Bed Management System (eBMS) also helped in a significant reduction of wait time resulting in quick access to emergency rooms and other medical facilities.

Data Pipeline Tools Market Report Highlights:

• In terms of component, tools dominated the market with a share of 78.3% in 2024. The growth of this segment is attributed to the increase in initiatives taken by key industry players. For instance, in March 2022, K2View announced the launch of its Data Product Platform to build, deliver, and manage data products at a vast scale in real-time
• In terms of type, the ETL data pipeline segment dominated the market with a share of 39.46% in 2024. The increasing demand from businesses to enhance their productivity is fueling the growth of this segment
• In terms of deployment, the cloud segment dominated the market with a share of 71.18% in 2024. In 2021, Cybersecurity Ventures estimated that by 2025 more than 100 zettabytes of data would be stored in the cloud
• In terms of enterprise size, small and medium enterprises are expected to register the fastest CAGR over the forecast period, owing to the increasing adoption of cloud computing services
• In terms of application, the real-time analytics segment dominated the market with a share of 22.92% in 2024
• In terms of end users, the healthcare sector witnessed the highest CAGR during the forecast period
• The market was dominated by the North America region with a share of 34.8% in 2024, the rise in IoT investments is one of the key reasons driving the market in the region.

Table of Contents

Chapter 1. Methodology and Scope

• 1.1. Market Segmentation and Scope
• 1.2. Research Methodology
  • 1.2.1. Information Procurement
  • 1.2.2. Information or Data Analysis
• 1.3. Methodology
• 1.4. Research Scope and Assumptions
• 1.5. Market Formulation & Validation
• 1.6. List of Data Sources

Chapter 2. Executive Summary

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

Chapter 3. Data Pipeline Tools 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. Data Pipeline Tools 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. Technological Landscape
    • 3.3.2.5. Environmental Landscape
    • 3.3.2.6. Legal Landscape

Chapter 4. Data Pipeline Tools Market: Component Estimates & Trend Analysis

• 4.1. Segment Dashboard
• 4.2. Data Pipeline Tools Market: Component Movement Analysis, USD Million, 2024 & 2030
• 4.3. Tools
  • 4.3.1. Tools Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 4.4. Services
  • 4.4.1. Services Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Data Pipeline Tools Market: Type Estimates & Trend Analysis

• 5.1. Segment Dashboard
• 5.2. Data Pipeline Tools Market: Type Movement Analysis, USD Million, 2024 & 2030
• 5.3. ETL data pipeline
  • 5.3.1. ETL data pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 5.4. ELT data pipeline
  • 5.4.1. ELT data pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 5.5. Real-time data pipeline
  • 5.5.1. Real-time data pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 5.6. Batch data pipeline
  • 5.6.1. Batch data pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Data Pipeline Tools Market: Deployment Estimates & Trend Analysis

• 6.1. Segment Dashboard
• 6.2. Data Pipeline Tools Market: Deployment Movement Analysis, USD Million, 2024 & 2030
• 6.3. On-Premises
  • 6.3.1. On-Premises Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 6.4. Cloud Based
  • 6.4.1. Cloud-Based Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Data Pipeline Tools Market: Enterprise Size Estimates & Trend Analysis

• 7.1. Segment Dashboard
• 7.2. Data Pipeline Tools Market: Enterprise Size Movement Analysis, USD Million, 2024 & 2030
• 7.3. Large Enterprises
  • 7.3.1. Large Enterprises Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 7.4. Small and Medium Enterprises
  • 7.4.1. Small and Medium Enterprises Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Data Pipeline Tools Market: Application Estimates & Trend Analysis

• 8.1. Segment Dashboard
• 8.2. Data Pipeline Tools Market: Application Movement Analysis, USD Million, 2024 & 2030
• 8.3. Real-Time Analytics
  • 8.3.1. Real Time Analytics Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.4. Predictive Maintenance
  • 8.4.1. Predictive Maintenance Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.5. Sales and Marketing Data
  • 8.5.1. Sales and Marketing Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.6. Customer Relationship Management
  • 8.6.1. Customer Relationship Management Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.7. Data Traffic Management
  • 8.7.1. Data Traffic Management Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.8. Data Migration
  • 8.8.1. Data Migration Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.9. Other
  • 8.9.1. Other Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 9. Data Pipeline Tools Market: End Use Estimates & Trend Analysis

• 9.1. Segment Dashboard
• 9.2. Data Pipeline Tools Market: End Use Movement Analysis, USD Million, 2024 & 2030
• 9.3. BFSI
  • 9.3.1. BFSI Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.4. Retail & E-commerce
  • 9.4.1. Retail & E-commerce Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.5. IT & Telecom
  • 9.5.1. IT & Telecom Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.6. Healthcare
  • 9.6.1. Healthcare Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.7. Transportation and Logistics
  • 9.7.1. Transportation and Logistics Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.8. Manufacturing
  • 9.8.1. Manufacturing Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.9. Other
  • 9.9.1. Other Data Pipeline Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 10. Data Pipeline Tools Market: Regional Estimates & Trend Analysis

• 10.1. Data Pipeline Tools Market Share, By Region, 2024 & 2030, USD Million
• 10.2. North America
  • 10.2.1. North America Data Pipeline Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 10.2.2. North America Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  • 10.2.3. North America Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  • 10.2.4. North America Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
  • 10.2.5. North America Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
  • 10.2.6. North America Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
  • 10.2.7. North America Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  • 10.2.8. North America Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.2.9. U.S.
    • 10.2.9.1. U.S. Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.2.9.2. U.S. Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.2.9.3. U.S. Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.2.9.4. U.S. Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.2.9.5. U.S. Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.2.9.6. U.S. Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.2.9.7. U.S. Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.2.10. Canada
    • 10.2.10.1. Canada Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.2.10.2. Canada Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.2.10.3. Canada Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.2.10.4. Canada Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.2.10.5. Canada Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.2.10.6. Canada Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.2.10.7. Canada Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.2.11. Mexico
    • 10.2.11.1. Mexico Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.2.11.2. Mexico Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.2.11.3. Mexico Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.2.11.4. Mexico Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.2.11.5. Mexico Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.2.11.6. Mexico Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.2.11.7. Mexico Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
• 10.3. Europe
  • 10.3.1. Europe Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  • 10.3.2. Europe Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  • 10.3.3. Europe Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
  • 10.3.4. Europe Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
  • 10.3.5. Europe Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
  • 10.3.6. Europe Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  • 10.3.7. Europe Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.3.8. UK
    • 10.3.8.1. UK Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.3.8.2. UK Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.3.8.3. UK Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.3.8.4. UK Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.3.8.5. UK Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.3.8.6. UK Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.3.8.7. UK Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.3.9. Germany
    • 10.3.9.1. Germany Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.3.9.2. Germany Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.3.9.3. Germany Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.3.9.4. Germany Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.3.9.5. Germany Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.3.9.6. Germany Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.3.9.7. Germany Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.3.10. France
    • 10.3.10.1. France Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.3.10.2. France Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.3.10.3. France Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.3.10.4. France Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.3.10.5. France Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.3.10.6. France Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.3.10.7. France Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
• 10.4. Asia Pacific
  • 10.4.1. Asia Pacific Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  • 10.4.2. Asia Pacific Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  • 10.4.3. Asia Pacific Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
  • 10.4.4. Asia Pacific Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
  • 10.4.5. Asia Pacific Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
  • 10.4.6. Asia Pacific Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  • 10.4.7. Asia Pacific Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.4.8. China
    • 10.4.8.1. China Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.4.8.2. China Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.4.8.3. China Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.4.8.4. China Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.4.8.5. China Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.4.8.6. China Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.4.8.7. China Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.4.9. Japan
    • 10.4.9.1. Japan Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.4.9.2. Japan Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.4.9.3. Japan Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.4.9.4. Japan Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.4.9.5. Japan Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.4.9.6. Japan Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.4.9.7. Japan Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.4.10. India
    • 10.4.10.1. India Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.4.10.2. India Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.4.10.3. India Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.4.10.4. India Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.4.10.5. India Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.4.10.6. India Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.4.10.7. India Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.4.11. South Korea
    • 10.4.11.1. South Korea Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.4.11.2. South Korea Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.4.11.3. South Korea Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.4.11.4. South Korea Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.4.11.5. South Korea Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.4.11.6. South Korea Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.4.11.7. South Korea Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.4.12. Australia
    • 10.4.12.1. Australia Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.4.12.2. Australia Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.4.12.3. Australia Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.4.12.4. Australia Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.4.12.5. Australia Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.4.12.6. Australia Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.4.12.7. Australia Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
• 10.5. Latin America
  • 10.5.1. Latin America Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  • 10.5.2. Latin America Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  • 10.5.3. Latin America Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
  • 10.5.4. Latin America Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
  • 10.5.5. Latin America Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
  • 10.5.6. Latin America Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  • 10.5.7. Latin America Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.5.8. Latin America Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.5.9. Brazil
    • 10.5.9.1. Brazil Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.5.9.2. Brazil Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.5.9.3. Brazil Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.5.9.4. Brazil Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.5.9.5. Brazil Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.5.9.6. Brazil Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.5.9.7. Brazil Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million
• 10.6. Middle East and Africa
  • 10.6.1. Middle East and Africa Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  • 10.6.2. Middle East and Africa Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  • 10.6.3. Middle East and Africa Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
  • 10.6.4. Middle East and Africa Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
  • 10.6.5. Middle East and Africa Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
  • 10.6.6. Middle East and Africa Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  • 10.6.7. Middle East and Africa Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.6.8. UAE
    • 10.6.8.1. UAE Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.6.8.2. UAE Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.6.8.3. UAE Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.6.8.4. UAE Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.6.8.5. UAE Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.6.8.6. UAE Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.6.8.7. UAE Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.6.9. KSA
    • 10.6.9.1. KSA Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.6.9.2. KSA Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.6.9.3. KSA Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.6.9.4. KSA Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.6.9.5. KSA Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.6.9.6. KSA Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.6.9.7. KSA Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 10.6.10. South Africa
    • 10.6.10.1. South Africa Data Pipeline Tools Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
    • 10.6.10.2. South Africa Data Pipeline Tools Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
    • 10.6.10.3. South Africa Data Pipeline Tools Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 10.6.10.4. South Africa Data Pipeline Tools Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 10.6.10.5. South Africa Data Pipeline Tools Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Million)
    • 10.6.10.6. South Africa Data Pipeline Tools Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 10.6.10.7. South Africa Data Pipeline Tools Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)

Chapter 11. Competitive Landscape

• 11.1. Recent Developments & Impact Analysis, By Key Market Participants
• 11.2. Company Categorization
• 11.3. Company Market Positioning
• 11.4. Company Heat Map Analysis
• 11.5. Strategy Mapping
• 11.6. Company Profiles/Listing
  • 11.6.1. Google LLC
    • 11.6.1.1. Participant's overview
    • 11.6.1.2. Financial performance
    • 11.6.1.3. Product benchmarking
    • 11.6.1.4. Strategic initiatives
  • 11.6.2. IBM
    • 11.6.2.1. Participant's overview
    • 11.6.2.2. Financial performance
    • 11.6.2.3. Product benchmarking
    • 11.6.2.4. Strategic initiatives
  • 11.6.3. Microsoft Corporation
    • 11.6.3.1. Participant's overview
    • 11.6.3.2. Financial performance
    • 11.6.3.3. Product benchmarking
    • 11.6.3.4. Strategic initiatives
  • 11.6.4. Software AG
    • 11.6.4.1. Participant's overview
    • 11.6.4.2. Financial performance
    • 11.6.4.3. Product benchmarking
    • 11.6.4.4. Strategic initiatives
  • 11.6.5. Actian Corporation
    • 11.6.5.1. Participant's overview
    • 11.6.5.2. Financial performance
    • 11.6.5.3. Product benchmarking
    • 11.6.5.4. Strategic initiatives
  • 11.6.6. Oracle
    • 11.6.6.1. Participant's overview
    • 11.6.6.2. Financial performance
    • 11.6.6.3. Product benchmarking
    • 11.6.6.4. Strategic initiatives
  • 11.6.7. Amazon Web Services, Inc.
    • 11.6.7.1. Participant's overview
    • 11.6.7.2. Financial performance
    • 11.6.7.3. Product benchmarking
    • 11.6.7.4. Strategic initiatives
  • 11.6.8. Hevo Data Inc.
    • 11.6.8.1. Participant's overview
    • 11.6.8.2. Financial performance
    • 11.6.8.3. Product benchmarking
    • 11.6.8.4. Strategic initiatives
  • 11.6.9. K2VIEW
    • 11.6.9.1. Participant's overview
    • 11.6.9.2. Financial performance
    • 11.6.9.3. Product benchmarking
    • 11.6.9.4. Strategic initiatives
  • 11.6.10. SnapLogic Inc
    • 11.6.10.1. Participant's overview
    • 11.6.10.2. Financial performance
    • 11.6.10.3. Product benchmarking
    • 11.6.10.4. Strategic initiatives.

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