List of Tables
Table 1. Global Outsourced Data Labeling Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Manual
Table 3. Key Players of Semi-Supervised
Table 4. Key Players of Automatic
Table 5. Global Outsourced Data Labeling Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Outsourced Data Labeling Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global Outsourced Data Labeling Market Size by Region (2020-2025) & (US$ Million)
Table 8. Global Outsourced Data Labeling Market Share by Region (2020-2025)
Table 9. Global Outsourced Data Labeling Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 10. Global Outsourced Data Labeling Market Share by Region (2026-2031)
Table 11. Outsourced Data Labeling Market Trends
Table 12. Outsourced Data Labeling Market Drivers
Table 13. Outsourced Data Labeling Market Challenges
Table 14. Outsourced Data Labeling Market Restraints
Table 15. Global Outsourced Data Labeling Revenue by Players (2020-2025) & (US$ Million)
Table 16. Global Outsourced Data Labeling Market Share by Players (2020-2025)
Table 17. Global Top Outsourced Data Labeling Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Outsourced Data Labeling as of 2024)
Table 18. Ranking of Global Top Outsourced Data Labeling Companies by Revenue (US$ Million) in 2024
Table 19. Global 5 Largest Players Market Share by Outsourced Data Labeling Revenue (CR5 and HHI) & (2020-2025)
Table 20. Global Key Players of Outsourced Data Labeling, Headquarters and Area Served
Table 21. Global Key Players of Outsourced Data Labeling, Product and Application
Table 22. Global Key Players of Outsourced Data Labeling, Date of Enter into This Industry
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global Outsourced Data Labeling Market Size by Type (2020-2025) & (US$ Million)
Table 25. Global Outsourced Data Labeling Revenue Market Share by Type (2020-2025)
Table 26. Global Outsourced Data Labeling Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 27. Global Outsourced Data Labeling Revenue Market Share by Type (2026-2031)
Table 28. Global Outsourced Data Labeling Market Size by Application (2020-2025) & (US$ Million)
Table 29. Global Outsourced Data Labeling Revenue Market Share by Application (2020-2025)
Table 30. Global Outsourced Data Labeling Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 31. Global Outsourced Data Labeling Revenue Market Share by Application (2026-2031)
Table 32. North America Outsourced Data Labeling Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 33. North America Outsourced Data Labeling Market Size by Country (2020-2025) & (US$ Million)
Table 34. North America Outsourced Data Labeling Market Size by Country (2026-2031) & (US$ Million)
Table 35. Europe Outsourced Data Labeling Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 36. Europe Outsourced Data Labeling Market Size by Country (2020-2025) & (US$ Million)
Table 37. Europe Outsourced Data Labeling Market Size by Country (2026-2031) & (US$ Million)
Table 38. Asia-Pacific Outsourced Data Labeling Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 39. Asia-Pacific Outsourced Data Labeling Market Size by Region (2020-2025) & (US$ Million)
Table 40. Asia-Pacific Outsourced Data Labeling Market Size by Region (2026-2031) & (US$ Million)
Table 41. Latin America Outsourced Data Labeling Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 42. Latin America Outsourced Data Labeling Market Size by Country (2020-2025) & (US$ Million)
Table 43. Latin America Outsourced Data Labeling Market Size by Country (2026-2031) & (US$ Million)
Table 44. Middle East & Africa Outsourced Data Labeling Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 45. Middle East & Africa Outsourced Data Labeling Market Size by Country (2020-2025) & (US$ Million)
Table 46. Middle East & Africa Outsourced Data Labeling Market Size by Country (2026-2031) & (US$ Million)
Table 47. Alegion Company Details
Table 48. Alegion Business Overview
Table 49. Alegion Outsourced Data Labeling Product
Table 50. Alegion Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 51. Alegion Recent Development
Table 52. Amazon Mechanical Turk, Inc. Company Details
Table 53. Amazon Mechanical Turk, Inc. Business Overview
Table 54. Amazon Mechanical Turk, Inc. Outsourced Data Labeling Product
Table 55. Amazon Mechanical Turk, Inc. Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 56. Amazon Mechanical Turk, Inc. Recent Development
Table 57. Appen Limited Company Details
Table 58. Appen Limited Business Overview
Table 59. Appen Limited Outsourced Data Labeling Product
Table 60. Appen Limited Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 61. Appen Limited Recent Development
Table 62. Clickworker GmbH Company Details
Table 63. Clickworker GmbH Business Overview
Table 64. Clickworker GmbH Outsourced Data Labeling Product
Table 65. Clickworker GmbH Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 66. Clickworker GmbH Recent Development
Table 67. CloudFactory Limited Company Details
Table 68. CloudFactory Limited Business Overview
Table 69. CloudFactory Limited Outsourced Data Labeling Product
Table 70. CloudFactory Limited Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 71. CloudFactory Limited Recent Development
Table 72. Cogito Tech LLC Company Details
Table 73. Cogito Tech LLC Business Overview
Table 74. Cogito Tech LLC Outsourced Data Labeling Product
Table 75. Cogito Tech LLC Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 76. Cogito Tech LLC Recent Development
Table 77. Deep Systems, LLC Company Details
Table 78. Deep Systems, LLC Business Overview
Table 79. Deep Systems, LLC Outsourced Data Labeling Product
Table 80. Deep Systems, LLC Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 81. Deep Systems, LLC Recent Development
Table 82. edgecase.ai Company Details
Table 83. edgecase.ai Business Overview
Table 84. edgecase.ai Outsourced Data Labeling Product
Table 85. edgecase.ai Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 86. edgecase.ai Recent Development
Table 87. Explosion AI GmbH Company Details
Table 88. Explosion AI GmbH Business Overview
Table 89. Explosion AI GmbH Outsourced Data Labeling Product
Table 90. Explosion AI GmbH Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 91. Explosion AI GmbH Recent Development
Table 92. Labelbox, Inc Company Details
Table 93. Labelbox, Inc Business Overview
Table 94. Labelbox, Inc Outsourced Data Labeling Product
Table 95. Labelbox, Inc Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 96. Labelbox, Inc Recent Development
Table 97. Mighty AI, Inc. Company Details
Table 98. Mighty AI, Inc. Business Overview
Table 99. Mighty AI, Inc. Outsourced Data Labeling Product
Table 100. Mighty AI, Inc. Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 101. Mighty AI, Inc. Recent Development
Table 102. Playment Inc. Company Details
Table 103. Playment Inc. Business Overview
Table 104. Playment Inc. Outsourced Data Labeling Product
Table 105. Playment Inc. Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 106. Playment Inc. Recent Development
Table 107. Scale AI Company Details
Table 108. Scale AI Business Overview
Table 109. Scale AI Outsourced Data Labeling Product
Table 110. Scale AI Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 111. Scale AI Recent Development
Table 112. Tagtog Sp. z o.o. Company Details
Table 113. Tagtog Sp. z o.o. Business Overview
Table 114. Tagtog Sp. z o.o. Outsourced Data Labeling Product
Table 115. Tagtog Sp. z o.o. Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 116. Tagtog Sp. z o.o. Recent Development
Table 117. Trilldata Technologies Pvt Ltd Company Details
Table 118. Trilldata Technologies Pvt Ltd Business Overview
Table 119. Trilldata Technologies Pvt Ltd Outsourced Data Labeling Product
Table 120. Trilldata Technologies Pvt Ltd Revenue in Outsourced Data Labeling Business (2020-2025) & (US$ Million)
Table 121. Trilldata Technologies Pvt Ltd Recent Development
Table 122. Research Programs/Design for This Report
Table 123. Key Data Information from Secondary Sources
Table 124. Key Data Information from Primary Sources
Table 125. Authors List of This Report
List of Figures
Figure 1. Outsourced Data Labeling Picture
Figure 2. Global Outsourced Data Labeling Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Outsourced Data Labeling Market Share by Type: 2024 VS 2031
Figure 4. Manual Features
Figure 5. Semi-Supervised Features
Figure 6. Automatic Features
Figure 7. Global Outsourced Data Labeling Market Size by Application (2020-2031) & (US$ Million)
Figure 8. Global Outsourced Data Labeling Market Share by Application: 2024 VS 2031
Figure 9. Automotive Case Studies
Figure 10. Government Case Studies
Figure 11. Healthcare Case Studies
Figure 12. Financial Services Case Studies
Figure 13. Retails Case Studies
Figure 14. Others Case Studies
Figure 15. Outsourced Data Labeling Report Years Considered
Figure 16. Global Outsourced Data Labeling Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 17. Global Outsourced Data Labeling Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 18. Global Outsourced Data Labeling Market Share by Region: 2024 VS 2031
Figure 19. Global Outsourced Data Labeling Market Share by Players in 2024
Figure 20. Global Top Outsourced Data Labeling Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Outsourced Data Labeling as of 2024)
Figure 21. The Top 10 and 5 Players Market Share by Outsourced Data Labeling Revenue in 2024
Figure 22. North America Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. North America Outsourced Data Labeling Market Share by Country (2020-2031)
Figure 24. United States Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Canada Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. Europe Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. Europe Outsourced Data Labeling Market Share by Country (2020-2031)
Figure 28. Germany Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. France Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. U.K. Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Italy Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Russia Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Nordic Countries Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Asia-Pacific Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. Asia-Pacific Outsourced Data Labeling Market Share by Region (2020-2031)
Figure 36. China Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Japan Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. South Korea Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Southeast Asia Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. India Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Australia Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Latin America Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Latin America Outsourced Data Labeling Market Share by Country (2020-2031)
Figure 44. Mexico Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Brazil Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Middle East & Africa Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. Middle East & Africa Outsourced Data Labeling Market Share by Country (2020-2031)
Figure 48. Turkey Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. Saudi Arabia Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 50. UAE Outsourced Data Labeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 51. Alegion Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 52. Amazon Mechanical Turk, Inc. Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 53. Appen Limited Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 54. Clickworker GmbH Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 55. CloudFactory Limited Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 56. Cogito Tech LLC Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 57. Deep Systems, LLC Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 58. edgecase.ai Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 59. Explosion AI GmbH Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 60. Labelbox, Inc Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 61. Mighty AI, Inc. Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 62. Playment Inc. Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 63. Scale AI Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 64. Tagtog Sp. z o.o. Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 65. Trilldata Technologies Pvt Ltd Revenue Growth Rate in Outsourced Data Labeling Business (2020-2025)
Figure 66. Bottom-up and Top-down Approaches for This Report
Figure 67. Data Triangulation
Figure 68. Key Executives Interviewed
