2024년에 201억 달러로 추정되는 세계의 데이터 라벨링 솔루션 및 서비스 시장은 2024-2030년에 21.2%의 CAGR로 성장하며, 2030년에는 637억 달러에 달할 것으로 예측됩니다. 이 리포트에서 분석한 부문의 하나인 인하우스 데이터 라벨링은 CAGR 24.8%를 기록하며, 분석 기간 종료까지 403억 달러에 달할 것으로 예측됩니다. 아웃소싱 데이터 라벨링 부문의 성장률은 분석 기간 중 CAGR 16.3%로 추정됩니다.
미국 시장은 53억 달러로 추정, 중국은 CAGR 19.8%로 성장 예측
미국의 데이터 라벨링 솔루션 및 서비스 시장은 2024년에 53억 달러로 추정됩니다. 세계 2위의 경제대국인 중국은 2030년까지 97억 달러의 시장 규모에 달할 것으로 예측되며, 분석 기간인 2024-2030년의 CAGR은 19.8%입니다. 기타 주목할 만한 지역별 시장으로는 일본과 캐나다가 있으며, 분석 기간 중 CAGR은 각각 20.0%와 18.0%로 예측됩니다. 유럽에서는 독일이 CAGR 약 15.1%로 성장할 것으로 예측됩니다.
세계의 데이터 라벨링 솔루션 및 서비스 시장 - 주요 동향과 시장 성장 촉진요인 정리
AI와 머신러닝의 발전에 데이터 라벨링이 중요한 이유는 무엇인가?
데이터 라벨링 솔루션 및 서비스는 인공지능(AI) 및 머신러닝(ML) 모델 학습에 필수적이며, 자동화된 의사결정에 있으며, 높은 정확도와 정밀도를 보장합니다. 이 서비스들은 이미지, 텍스트, 음성, 동영상 등의 원시 데이터에 주석을 달아 AI 알고리즘이 패턴 인식, 사물 분류, 예측을 학습할 수 있도록 합니다. 자율주행차, 헬스케어, 금융, E-Commerce 등의 산업은 AI 기반 용도를 강화하기 위해 라벨링된 데이터세트에 크게 의존하고 있습니다.
AI의 대중화가 진행됨에 따라 고품질 라벨이 부착된 데이터에 대한 수요가 크게 증가하고 있습니다. 기존의 수작업 라벨링 방법은 AI 지원 어노테이션 툴로 확장되어 효율성을 개선하고 인간의 실수를 줄입니다. 또한 딥러닝과 신경망 모델의 확장으로 시맨틱 세분화, 엔티티 인식, 3D 객체 감지 등 전문적인 어노테이션 기술의 필요성이 높아지고 있습니다.
데이터 라벨링 기술의 최신 혁신이란?
데이터 라벨링의 가장 중요한 발전 중 하나는 AI를 활용한 자동화의 통합으로, 높은 정확도를 유지하면서 어노테이션 프로세스의 속도를 높이는 것입니다. 반지도 학습 기술 및 약한 감시 모델은 완전히 라벨이 붙은 데이터세트에 대한 의존도를 줄이고 AI 시스템이 부분적으로 주석이 달린 데이터에서 학습할 수 있도록 하는 데 사용됩니다.
크라우드 소싱을 통한 라벨링 플랫폼도 인기를 끌고 있으며, 기업은 AI 기반 검증 툴을 통해 품질관리를 보장하면서 라벨링 작업을 전 세계 인력에 분산시킬 수 있습니다. 또한 능동형 학습 모델은 가장 정보량이 많은 데이터 샘플의 우선순위를 정하여 사람이 검토할 수 있도록 함으로써 주석의 효율을 높입니다. 헬스케어 AI 용도를 위한 의료 이미지 라벨링과 같은 도메인 특화 어노테이션 툴의 개발은 데이터 라벨링 서비스의 역량을 더욱 확장하고 있습니다.
시장 동향과 규제 정책은 데이터 라벨링에 어떤 영향을 미치고 있는가?
AI 윤리와 데이터 프라이버시 규제에 대한 관심이 높아지면서 데이터 라벨링 산업에도 큰 영향을 미치고 있습니다. GDPR(EU 개인정보보호규정), CCPA, HIPAA 등의 프레임워크를 준수하기 위해 기업은 사용자 정보를 보호하고 AI 모델의 편향성을 방지하는 안전한 데이터 라벨링 프로세스를 구현해야 합니다.
시장 동향에 따르면 특히 헬스케어, 금융, 법률 분야의 AI 용도에서 산업별 어노테이션 서비스에 대한 수요가 증가하고 있는 것으로 나타났습니다. 또한 엣지 AI와 연계 학습으로의 전환은 데이터 라벨링 전략에 영향을 미치고 있으며, 중앙 집중식 클라우드 환경이 아닌 로컬에서 라벨링된 데이터세트를 처리해야 합니다. 합성 데이터 생성 기술의 사용 증가도 시장을 형성하고 있으며, 모델의 견고성을 확보하면서 수작업에 의한 대규모 라벨링의 필요성을 감소시키고 있습니다.
데이터 라벨링 솔루션 및 서비스 시장의 성장 원동력은?
데이터 라벨링 솔루션 및 서비스 시장의 성장을 주도하는 것은 AI 용도의 급속한 확장, 머신러닝 모델의 복잡성 증가, 자동 주석 기술의 발전입니다. 자율 시스템, 대화 AI, 추천 엔진의 라벨링된 데이터에 대한 수요가 시장 확대를 강화하고 있습니다.
데이터 라벨링 서비스는 로봇 공학, 사이버 보안, 디지털 사기 감지 등 다양한 분야에서 널리 활용되고 있습니다. AI 기반 어노테이션 플랫폼과 클라우드 기반 머신러닝 프레임워크의 통합으로 AI 도입이 더욱 가속화되고 있습니다. 또한 AI 개발자와 데이터 라벨링 기업의 전략적 파트너십은 혁신을 촉진하고 미래의 AI 모델이 고품질의 편견 없는 데이터세트로 훈련될 수 있도록 보장합니다.
부문
소싱 유형(인하우스 데이터 라벨링, 아웃소싱 데이터 라벨링), 유형(이미지/비디오 데이터 라벨링, 텍스트 데이터 라벨링, 오디오 데이터 라벨링), 라벨링 유형(수동 라벨링, 준지도 라벨링, 자동 라벨링), 최종사용자(IT 최종사용자, 자동차 최종사용자, 정부 최종사용자, 헬스케어 최종사용자, 금융 서비스 최종사용자, 소매 최종사용자, 기타 최종사용자)
조사 대상 기업의 예
Akkodis
Amazon Mechanical Turk
Appen Limited
Centific
CloudFactory
Cogito Tech
Content Whale
Hive
Kili Technology
Labelbox
Labellerr
Scale AI
Snorkel AI
SuperAnnotate
SupportYourApp
Surge AI
TaskUs
TELUS International
Toloka
Turing
AI 통합
Global Industry Analysts는 유효한 전문가 컨텐츠와 AI 툴에 의해 시장 정보와 경쟁 정보를 변혁하고 있습니다.
Global Industry Analysts는 일반적인 LLM나 업계별 SLM 쿼리에 따르는 대신에, 비디오 기록, 블로그, 검색 엔진 조사, 대량 기업, 제품/서비스, 시장 데이터 등, 전 세계 전문가로부터 수집한 컨텐츠 리포지토리를 구축했습니다.
관세 영향 계수
Global Industry Analysts는 본사 소재지, 제조거점, 수출입(완제품 및 OEM)을 기준으로 기업의 경쟁력 변화를 예측했습니다. 이러한 복잡하고 다면적인 시장 역학은 수입원가(COGS) 증가, 수익성 하락, 공급망 재편 등 미시적, 거시적 시장 역학 중에서도 특히 경쟁사들에게 영향을 미칠 것으로 예측됩니다.
목차
제1장 조사 방법
제2장 개요
시장 개요
주요 기업
시장 동향과 촉진요인
세계 시장 전망
제3장 시장 분석
미국
캐나다
일본
중국
유럽
프랑스
독일
이탈리아
영국
기타 유럽
아시아태평양
기타 지역
제4장 경쟁
KSA
영문 목차
영문목차
Global Data Labeling Solutions and Services Market to Reach US$63.7 Billion by 2030
The global market for Data Labeling Solutions and Services estimated at US$20.1 Billion in the year 2024, is expected to reach US$63.7 Billion by 2030, growing at a CAGR of 21.2% over the analysis period 2024-2030. In-House Data Labeling, one of the segments analyzed in the report, is expected to record a 24.8% CAGR and reach US$40.3 Billion by the end of the analysis period. Growth in the Outsourced Data Labeling segment is estimated at 16.3% CAGR over the analysis period.
The U.S. Market is Estimated at US$5.3 Billion While China is Forecast to Grow at 19.8% CAGR
The Data Labeling Solutions and Services market in the U.S. is estimated at US$5.3 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$9.7 Billion by the year 2030 trailing a CAGR of 19.8% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 20.0% and 18.0% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 15.1% CAGR.
Global Data Labeling Solutions and Services Market - Key Trends & Growth Drivers Summarized
Why Is Data Labeling Critical for AI and Machine Learning Advancement?
Data labeling solutions and services are essential for training artificial intelligence (AI) and machine learning (ML) models, ensuring high accuracy and precision in automated decision-making. These services involve annotating raw data-such as images, text, speech, and videos-so that AI algorithms can learn to recognize patterns, classify objects, and make predictions. Industries such as autonomous vehicles, healthcare, finance, and e-commerce rely heavily on labeled datasets to power AI-driven applications.
As AI adoption continues to rise, the demand for high-quality labeled data has increased significantly. Traditional manual labeling methods are being augmented by AI-assisted annotation tools, improving efficiency and reducing human error. Additionally, the expansion of deep learning and neural network models has intensified the need for specialized annotation techniques, such as semantic segmentation, entity recognition, and 3D object detection.
What Are the Latest Innovations in Data Labeling Technologies?
One of the most significant advancements in data labeling is the integration of AI-powered automation, which speeds up the annotation process while maintaining high accuracy. Semi-supervised learning techniques and weak supervision models are being used to reduce the dependency on fully labeled datasets, enabling AI systems to learn from partially annotated data.
Crowdsourced labeling platforms have also gained popularity, allowing companies to distribute labeling tasks across a global workforce while ensuring quality control through AI-driven validation tools. Additionally, active learning models are improving annotation efficiency by prioritizing the most informative data samples for human review. The development of domain-specific annotation tools, such as medical image labeling for healthcare AI applications, is further expanding the capabilities of data labeling services.
How Are Market Trends and Regulatory Policies Influencing Data Labeling?
The growing emphasis on AI ethics and data privacy regulations has significantly impacted the data labeling industry. Compliance with frameworks such as GDPR, CCPA, and HIPAA requires companies to implement secure data labeling processes that protect user information and prevent bias in AI models.
Market trends indicate a rise in demand for industry-specific annotation services, particularly in healthcare, finance, and legal AI applications. Additionally, the shift toward edge AI and federated learning has influenced data labeling strategies, requiring labeled datasets to be processed locally rather than in centralized cloud environments. The increasing use of synthetic data generation techniques is also shaping the market, reducing the need for extensive manual labeling while ensuring model robustness.
What Is Driving the Growth of the Data Labeling Solutions and Services Market?
The growth in the data labeling solutions and services market is driven by the rapid expansion of AI applications, the increasing complexity of machine learning models, and advancements in automated annotation technologies. The demand for labeled data in autonomous systems, conversational AI, and recommendation engines has intensified market expansion.
End-use expansion is another critical factor, with data labeling services being widely adopted in robotics, cybersecurity, and digital fraud detection. The integration of AI-driven annotation platforms with cloud-based machine learning frameworks is further accelerating adoption. Additionally, strategic partnerships between AI developers and data labeling firms are fostering innovation, ensuring that future AI models are trained on high-quality, bias-free datasets.
SCOPE OF STUDY:
The report analyzes the Data Labeling Solutions and Services market in terms of units by the following Segments, and Geographic Regions/Countries:
Segments:
Sourcing Type (In-House Data Labeling, Outsourced Data Labeling); Type (Image/Video Data Labeling, Text Data Labeling, Audio Data Labeling); Labeling Type (Manual Labeling, Semi-Supervised Labeling, Automatic Labeling); End-Use (IT End-Use, Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses)
Geographic Regions/Countries:
World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.
Select Competitors (Total 32 Featured) -
Akkodis
Amazon Mechanical Turk
Appen Limited
Centific
CloudFactory
Cogito Tech
Content Whale
Hive
Kili Technology
Labelbox
Labellerr
Scale AI
Snorkel AI
SuperAnnotate
SupportYourApp
Surge AI
TaskUs
TELUS International
Toloka
Turing
AI INTEGRATIONS
We're transforming market and competitive intelligence with validated expert content and AI tools.
Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.
TARIFF IMPACT FACTOR
Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.
TABLE OF CONTENTS
I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
Tariff Impact on Global Supply Chain Patterns
Data Labeling Solutions and Services - Global Key Competitors Percentage Market Share in 2025 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Surging Adoption of AI and Machine Learning Applications Across Industries Drives Explosive Demand for High-Quality Data Labeling
Growing Need for Accurate, Annotated Datasets in Computer Vision and NLP Projects Throws the Spotlight on Data Labeling Services
Expansion of Autonomous Systems and Robotics Technologies Strengthens Business Case for Real-Time, Contextual Labeling
Rising Volume of Unstructured Data from IoT Devices and Sensors Propels Adoption of Scalable Annotation Platforms
Increased Investment in AI Model Training by Enterprises and Startups Accelerates Demand for Diverse and Domain-Specific Labeling
Complexity of Edge AI Use Cases Fuels Growth in Real-Time, Federated, and On-Device Labeling Capabilities
Rise of AI in Healthcare, Finance, and Retail Creates Opportunities for Industry-Specific Labeling Solutions
Shift Toward Hybrid Labeling Models Combines Human-in-the-Loop and Automated Annotation to Improve Efficiency
Integration of NLP, Speech, and Multimodal AI Systems Requires Advanced Labeling Across Audio, Video, and Text Formats
Ethical AI and Fairness Standards Strengthen Demand for Bias-Free, Representative Data Annotation Processes
Growing Preference for Self-Service Data Labeling Tools Encourages Product Innovation in No-Code and Low-Code Platforms
Increased Complexity in 3D, LiDAR, and Geospatial Datasets Drives Specialized Labeling Tool Development
Proliferation of Synthetic Data and Simulated Environments Adds New Dimensions to Data Annotation Markets
Rising Privacy Concerns and Data Localization Policies Drive Interest in Secure and Compliant Labeling Infrastructure
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World Data Labeling Solutions and Services Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
TABLE 2: World Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 3: World 6-Year Perspective for Data Labeling Solutions and Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
TABLE 4: World Recent Past, Current & Future Analysis for In-House Data Labeling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 5: World 6-Year Perspective for In-House Data Labeling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 6: World Recent Past, Current & Future Analysis for Outsourced Data Labeling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 7: World 6-Year Perspective for Outsourced Data Labeling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 8: World Recent Past, Current & Future Analysis for Automotive End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 9: World 6-Year Perspective for Automotive End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 10: World Recent Past, Current & Future Analysis for Government End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 11: World 6-Year Perspective for Government End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 12: World Recent Past, Current & Future Analysis for Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 13: World 6-Year Perspective for Healthcare End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 14: World Recent Past, Current & Future Analysis for Financial Services End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 15: World 6-Year Perspective for Financial Services End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 16: World Recent Past, Current & Future Analysis for Retail End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 17: World 6-Year Perspective for Retail End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 18: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 19: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 20: World Recent Past, Current & Future Analysis for IT End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 21: World 6-Year Perspective for IT End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 22: World Recent Past, Current & Future Analysis for Image / Video Data Labeling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 23: World 6-Year Perspective for Image / Video Data Labeling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 24: World Recent Past, Current & Future Analysis for Text Data Labeling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 25: World 6-Year Perspective for Text Data Labeling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 26: World Recent Past, Current & Future Analysis for Audio Data Labeling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 27: World 6-Year Perspective for Audio Data Labeling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 28: World Recent Past, Current & Future Analysis for Manual Labeling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 29: World 6-Year Perspective for Manual Labeling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 30: World Recent Past, Current & Future Analysis for Semi-Supervised Labeling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 31: World 6-Year Perspective for Semi-Supervised Labeling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 32: World Recent Past, Current & Future Analysis for Automatic Labeling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 33: World 6-Year Perspective for Automatic Labeling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
III. MARKET ANALYSIS
UNITED STATES
Data Labeling Solutions and Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
TABLE 34: USA Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 35: USA 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 36: USA Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 37: USA 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 38: USA Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 39: USA 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 40: USA Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 41: USA 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
CANADA
TABLE 42: Canada Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 43: Canada 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 44: Canada Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 45: Canada 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 46: Canada Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 47: Canada 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 48: Canada Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 49: Canada 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
JAPAN
Data Labeling Solutions and Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
TABLE 50: Japan Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 51: Japan 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 52: Japan Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 53: Japan 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 54: Japan Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 55: Japan 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 56: Japan Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 57: Japan 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
CHINA
Data Labeling Solutions and Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
TABLE 58: China Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 59: China 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 60: China Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 61: China 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 62: China Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 63: China 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 64: China Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 65: China 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
EUROPE
Data Labeling Solutions and Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
TABLE 66: Europe Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
TABLE 67: Europe 6-Year Perspective for Data Labeling Solutions and Services by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
TABLE 68: Europe Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 69: Europe 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 70: Europe Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 71: Europe 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 72: Europe Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 73: Europe 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 74: Europe Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 75: Europe 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
FRANCE
Data Labeling Solutions and Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
TABLE 76: France Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 77: France 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 78: France Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 79: France 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 80: France Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 81: France 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 82: France Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 83: France 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
GERMANY
Data Labeling Solutions and Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
TABLE 84: Germany Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 85: Germany 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 86: Germany Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 87: Germany 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 88: Germany Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 89: Germany 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 90: Germany Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 91: Germany 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
ITALY
TABLE 92: Italy Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 93: Italy 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 94: Italy Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 95: Italy 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 96: Italy Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 97: Italy 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 98: Italy Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 99: Italy 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
UNITED KINGDOM
Data Labeling Solutions and Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
TABLE 100: UK Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 101: UK 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 102: UK Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 103: UK 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 104: UK Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 105: UK 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 106: UK Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 107: UK 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
REST OF EUROPE
TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 109: Rest of Europe 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 111: Rest of Europe 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 112: Rest of Europe Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 113: Rest of Europe 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 114: Rest of Europe Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 115: Rest of Europe 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
ASIA-PACIFIC
Data Labeling Solutions and Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 117: Asia-Pacific 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 119: Asia-Pacific 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 120: Asia-Pacific Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 121: Asia-Pacific 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 123: Asia-Pacific 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
REST OF WORLD
TABLE 124: Rest of World Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Sourcing Type - In-House Data Labeling and Outsourced Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 125: Rest of World 6-Year Perspective for Data Labeling Solutions and Services by Sourcing Type - Percentage Breakdown of Value Sales for In-House Data Labeling and Outsourced Data Labeling for the Years 2025 & 2030
TABLE 126: Rest of World Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by End-Use - Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 127: Rest of World 6-Year Perspective for Data Labeling Solutions and Services by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Government End-Use, Healthcare End-Use, Financial Services End-Use, Retail End-Use, Other End-Uses and IT End-Use for the Years 2025 & 2030
TABLE 128: Rest of World Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Type - Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 129: Rest of World 6-Year Perspective for Data Labeling Solutions and Services by Type - Percentage Breakdown of Value Sales for Image / Video Data Labeling, Text Data Labeling and Audio Data Labeling for the Years 2025 & 2030
TABLE 130: Rest of World Recent Past, Current & Future Analysis for Data Labeling Solutions and Services by Labeling Type - Manual Labeling, Semi-Supervised Labeling and Automatic Labeling - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
TABLE 131: Rest of World 6-Year Perspective for Data Labeling Solutions and Services by Labeling Type - Percentage Breakdown of Value Sales for Manual Labeling, Semi-Supervised Labeling and Automatic Labeling for the Years 2025 & 2030
