According to Latest Research, the global market for Machine Learning Development Service should grow from US$ million in 2023 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

China Machine Learning Development Service market should grow from US$ million in 2023 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

The United States Machine Learning Development Service market should grow from US$ million in 2023 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

In terms of type, Computer Vision segment holds a share about % in 2023 and will reach % in 2030; while in terms of application, Transportation has a share approximately % in 2023 and will grow at a CAGR % during 2023 and 2030.

The global key manufacturers of Machine Learning Development Service include Chetu, LeewayHertz, Softeq Development, Intellias, APRO Software, Oodles Technologies, Appinventiv, Hexaview Technologies and Dash Technologies, etc. In 2023, the global top five players hold a share approximately % in terms of revenue.

This report aims to provide a comprehensive study of the global market for Machine Learning Development Service. Report Highlights:

(1) Global Machine Learning Development Service market size (value), history data from 2019-2023 and forecast data from 2023 to 2030.

(2) Global Machine Learning Development Service market competitive situation, revenue and market share, from 2019 to 2023.

(3) China Machine Learning Development Service market competitive situation, revenue and market share, from 2019 to 2023.

(4) Global Machine Learning Development Service segment by region (or country), key regions cover the United States, Europe, Japan, South Korea, Southeast Asia and India, etc.

(5) Global Machine Learning Development Service segment by type and by application and regional segment by type and by application.

(6) Machine Learning Development Service industry supply chain, upstream, midstream and downstream analysis.

Market segment by regions, regional analysis covers

North America (United States, Canada and Mexico)

Europe (Germany, France, UK, Russia, Italy and Rest of Europe)

Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)

South America (Brazil, Rest of South America)

Middle East & Africa

Market segment by type, covers

Computer Vision

Voice and Speech Recognition

Neural Network Development

Natural Language Processing (NLP)

Predictive Algorithms

Data Mining

Others

Market segment by application, can be divided into

Transportation

Automotive

Oil and Gas

Consumer Electronics

Healthcare

Others

Market segment by players, this report covers

Chetu

LeewayHertz

Softeq Development

Intellias

APRO Software

Oodles Technologies

Appinventiv

Hexaview Technologies

Dash Technologies

Bacancy

XevenSolutions

Aegis Softtech

HuskyJam

Hewlett Packard Enterprise Development LP

9series

INOXOFT

Waverley Software

N-iX

Signity Software Solutions

Data Science UA

Velvetech

Exadel

KiwiTech

LITSLINK

HData Systems

Sara Technologies

BairesDev

DICEUS

Netguru

Relevant Software

ScienceSoft

Varfix

Focaloid Technologies

Softweb Solutions

STX Next

VLink

MobiDev

Serokell

Amazon AWS

Microsoft

MMC Global

Osiz

1 Market Overview

1.1 Product Overview and Scope of Machine Learning Development Service

1.2 Global Machine Learning Development Service Market Size and Forecast

1.3 China Machine Learning Development Service Market Size and Forecast

1.4 China Market Percentage in Global

1.4.1 By Revenue, China Machine Learning Development Service Share in Global Market, 2019-2030

1.4.2 Machine Learning Development Service Market Size: China VS Global, 2019-2030

1.5 Machine Learning Development Service Market Dynamics

1.5.1 Machine Learning Development Service Market Drivers

1.5.2 Machine Learning Development Service Market Restraints

1.5.3 Machine Learning Development Service Industry Trends

1.5.4 Machine Learning Development Service Industry Policy

2 Global Competitive Situation by Company

2.1 Global Machine Learning Development Service Revenue by Company (2019-2023)

2.2 Global Machine Learning Development Service Participants, Market Position (Tier 1, Tier 2 and Tier 3)

2.3 Global Machine Learning Development Service Concentration Ratio

2.4 Global Machine Learning Development Service Mergers & Acquisitions, Expansion Plans

2.5 Global Machine Learning Development Service Manufacturers Product Type

3 China Competitive Situation by Company

3.1 China Machine Learning Development Service Revenue by Company (2019-2023)

3.2 China Machine Learning Development Service Machine Learning Development Service Participants, Market Position (Tier 1, Tier 2 and Tier 3)

3.3 China Machine Learning Development Service, Revenue Percentage of Local Players VS Foreign Manufacturers (2019-2023)

4 Industry Chain Analysis

4.1 Machine Learning Development Service Industry Chain

4.2 Machine Learning Development Service Upstream Analysis

4.3 Machine Learning Development Service Midstream Analysis

4.4 Machine Learning Development Service Downstream Analysis

5 Sights by Type

5.1 Machine Learning Development Service Classification

5.1.1 Computer Vision

5.1.2 Voice and Speech Recognition

5.1.3 Neural Network Development

5.1.4 Natural Language Processing (NLP)

5.1.5 Predictive Algorithms

5.1.6 Data Mining

5.1.7 Others

5.2 By Type, Global Machine Learning Development Service Market Size & CAGR, 2019 VS 2023 VS 2030

5.3 By Type, Global Machine Learning Development Service Revenue, 2019-2030

6 Sights by Application

6.1 Machine Learning Development Service Segment by Application

6.1.1 Transportation

6.1.2 Automotive

6.1.3 Oil and Gas

6.1.4 Consumer Electronics

6.1.5 Healthcare

6.1.6 Others

6.2 By Application, Global Machine Learning Development Service Market Size & CAGR, 2019 VS 2023 VS 2030

6.3 By Application, Global Machine Learning Development Service Revenue, 2019-2030

7 Sales Sights by Region

7.1 By Region, Global Machine Learning Development Service Market Size, 2019 VS 2023 VS 2030

7.2 By Region, Global Machine Learning Development Service Market Size, 2019-2030

7.3 North America

7.3.1 North America Machine Learning Development Service Market Size & Forecasts, 2019-2030

7.3.2 By Country, North America Machine Learning Development Service Market Size Market Share

7.4 Europe

7.4.1 Europe Machine Learning Development Service Market Size & Forecasts, 2019-2030

7.4.2 By Country, Europe Machine Learning Development Service Market Size Market Share

7.5 Asia Pacific

7.5.1 Asia Pacific Machine Learning Development Service Market Size & Forecasts, 2019-2030

7.5.2 By Country/Region, Asia Pacific Machine Learning Development Service Market Size Market Share

7.6 South America

7.6.1 South America Machine Learning Development Service Market Size & Forecasts, 2019-2030

7.6.2 By Country, South America Machine Learning Development Service Market Size Market Share

7.7 Middle East & Africa

8 Sights by Country Level

8.1 By Country, Global Machine Learning Development Service Market Size & CAGR，2019 VS 2023 VS 2030

8.2 By Country, Global Machine Learning Development Service Market Size, 2019-2030

8.3 U.S.

8.3.1 U.S. Machine Learning Development Service Market Size, 2019-2030

8.3.2 By Company, U.S. Machine Learning Development Service Revenue Market Share, 2019-2023

8.3.3 By Type, U.S. Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.3.4 By Application, U.S. Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.4 Europe

8.4.1 Europe Machine Learning Development Service Market Size, 2019-2030

8.4.2 By Company, Europe Machine Learning Development Service Revenue Market Share, 2019-2023

8.4.3 By Type, Europe Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.4.4 By Application, Europe Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.5 China

8.5.1 China Machine Learning Development Service Market Size, 2019-2030

8.5.2 By Company, China Machine Learning Development Service Revenue Market Share, 2019-2023

8.5.3 By Type, China Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.5.4 By Application, China Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.6 Japan

8.6.1 Japan Machine Learning Development Service Market Size, 2019-2030

8.6.2 By Company, Japan Machine Learning Development Service Revenue Market Share, 2019-2023

8.6.3 By Type, Japan Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.6.4 By Application, Japan Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.7 South Korea

8.7.1 South Korea Machine Learning Development Service Market Size, 2019-2030

8.7.2 By Company, South Korea Machine Learning Development Service Revenue Market Share, 2019-2023

8.7.3 By Type, South Korea Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.7.4 By Application, South Korea Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.8 Southeast Asia

8.8.1 Southeast Asia Machine Learning Development Service Market Size, 2019-2030

8.8.2 By Company, Southeast Asia Machine Learning Development Service Revenue Market Share, 2019-2023

8.8.3 By Type, Southeast Asia Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.8.4 By Application, Southeast Asia Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.9 India

8.9.1 India Machine Learning Development Service Market Size, 2019-2030

8.9.2 By Company, India Machine Learning Development Service Revenue Market Share, 2019-2023

8.9.3 By Type, India Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.9.4 By Application, India Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.10 Middle East & Asia

8.10.1 Middle East & Asia Machine Learning Development Service Market Size, 2019-2030

8.10.2 By Company, Middle East & Asia Machine Learning Development Service Revenue Market Share, 2019-2023

8.10.3 By Type, Middle East & Asia Machine Learning Development Service Revenue Market Share, 2023 VS 2030

8.10.4 By Application, Middle East & Asia Machine Learning Development Service Revenue Market Share, 2023 VS 2030

9 Global Manufacturers Profile

9.1 Chetu

9.1.1 Chetu Company Information, Head Office, Market Area and Industry Position

9.1.2 Chetu Company Profile and Main Business

9.1.3 Chetu Machine Learning Development Service Models, Specifications and Application

9.1.4 Chetu Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.1.5 Chetu Recent Developments

9.2 LeewayHertz

9.2.1 LeewayHertz Company Information, Head Office, Market Area and Industry Position

9.2.2 LeewayHertz Company Profile and Main Business

9.2.3 LeewayHertz Machine Learning Development Service Models, Specifications and Application

9.2.4 LeewayHertz Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.2.5 LeewayHertz Recent Developments

9.3 Softeq Development

9.3.1 Softeq Development Company Information, Head Office, Market Area and Industry Position

9.3.2 Softeq Development Company Profile and Main Business

9.3.3 Softeq Development Machine Learning Development Service Models, Specifications and Application

9.3.4 Softeq Development Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.3.5 Softeq Development Recent Developments

9.4 Intellias

9.4.1 Intellias Company Information, Head Office, Market Area and Industry Position

9.4.2 Intellias Company Profile and Main Business

9.4.3 Intellias Machine Learning Development Service Models, Specifications and Application

9.4.4 Intellias Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.4.5 Intellias Recent Developments

9.5 APRO Software

9.5.1 APRO Software Company Information, Head Office, Market Area and Industry Position

9.5.2 APRO Software Company Profile and Main Business

9.5.3 APRO Software Machine Learning Development Service Models, Specifications and Application

9.5.4 APRO Software Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.5.5 APRO Software Recent Developments

9.6 Oodles Technologies

9.6.1 Oodles Technologies Company Information, Head Office, Market Area and Industry Position

9.6.2 Oodles Technologies Company Profile and Main Business

9.6.3 Oodles Technologies Machine Learning Development Service Models, Specifications and Application

9.6.4 Oodles Technologies Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.6.5 Oodles Technologies Recent Developments

9.7 Appinventiv

9.7.1 Appinventiv Company Information, Head Office, Market Area and Industry Position

9.7.2 Appinventiv Company Profile and Main Business

9.7.3 Appinventiv Machine Learning Development Service Models, Specifications and Application

9.7.4 Appinventiv Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.7.5 Appinventiv Recent Developments

9.8 Hexaview Technologies

9.8.1 Hexaview Technologies Company Information, Head Office, Market Area and Industry Position

9.8.2 Hexaview Technologies Company Profile and Main Business

9.8.3 Hexaview Technologies Machine Learning Development Service Models, Specifications and Application

9.8.4 Hexaview Technologies Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.8.5 Hexaview Technologies Recent Developments

9.9 Dash Technologies

9.9.1 Dash Technologies Company Information, Head Office, Market Area and Industry Position

9.9.2 Dash Technologies Company Profile and Main Business

9.9.3 Dash Technologies Machine Learning Development Service Models, Specifications and Application

9.9.4 Dash Technologies Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.9.5 Dash Technologies Recent Developments

9.10 Bacancy

9.10.1 Bacancy Company Information, Head Office, Market Area and Industry Position

9.10.2 Bacancy Company Profile and Main Business

9.10.3 Bacancy Machine Learning Development Service Models, Specifications and Application

9.10.4 Bacancy Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.10.5 Bacancy Recent Developments

9.11 XevenSolutions

9.11.1 XevenSolutions Company Information, Head Office, Market Area and Industry Position

9.11.2 XevenSolutions Company Profile and Main Business

9.11.3 XevenSolutions Machine Learning Development Service Models, Specifications and Application

9.11.4 XevenSolutions Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.11.5 XevenSolutions Recent Developments

9.12 Aegis Softtech

9.12.1 Aegis Softtech Company Information, Head Office, Market Area and Industry Position

9.12.2 Aegis Softtech Company Profile and Main Business

9.12.3 Aegis Softtech Machine Learning Development Service Models, Specifications and Application

9.12.4 Aegis Softtech Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.12.5 Aegis Softtech Recent Developments

9.13 HuskyJam

9.13.1 HuskyJam Company Information, Head Office, Market Area and Industry Position

9.13.2 HuskyJam Company Profile and Main Business

9.13.3 HuskyJam Machine Learning Development Service Models, Specifications and Application

9.13.4 HuskyJam Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.13.5 HuskyJam Recent Developments

9.14 Hewlett Packard Enterprise Development LP

9.14.1 Hewlett Packard Enterprise Development LP Company Information, Head Office, Market Area and Industry Position

9.14.2 Hewlett Packard Enterprise Development LP Company Profile and Main Business

9.14.3 Hewlett Packard Enterprise Development LP Machine Learning Development Service Models, Specifications and Application

9.14.4 Hewlett Packard Enterprise Development LP Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.14.5 Hewlett Packard Enterprise Development LP Recent Developments

9.15 9series

9.15.1 9series Company Information, Head Office, Market Area and Industry Position

9.15.2 9series Company Profile and Main Business

9.15.3 9series Machine Learning Development Service Models, Specifications and Application

9.15.4 9series Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.15.5 9series Recent Developments

9.16 INOXOFT

9.16.1 INOXOFT Company Information, Head Office, Market Area and Industry Position

9.16.2 INOXOFT Company Profile and Main Business

9.16.3 INOXOFT Machine Learning Development Service Models, Specifications and Application

9.16.4 INOXOFT Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.16.5 INOXOFT Recent Developments

9.17 Waverley Software

9.17.1 Waverley Software Company Information, Head Office, Market Area and Industry Position

9.17.2 Waverley Software Company Profile and Main Business

9.17.3 Waverley Software Machine Learning Development Service Models, Specifications and Application

9.17.4 Waverley Software Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.17.5 Waverley Software Recent Developments

9.18 N-iX

9.18.1 N-iX Company Information, Head Office, Market Area and Industry Position

9.18.2 N-iX Company Profile and Main Business

9.18.3 N-iX Machine Learning Development Service Models, Specifications and Application

9.18.4 N-iX Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.18.5 N-iX Recent Developments

9.19 Signity Software Solutions

9.19.1 Signity Software Solutions Company Information, Head Office, Market Area and Industry Position

9.19.2 Signity Software Solutions Company Profile and Main Business

9.19.3 Signity Software Solutions Machine Learning Development Service Models, Specifications and Application

9.19.4 Signity Software Solutions Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.19.5 Signity Software Solutions Recent Developments

9.20 Data Science UA

9.20.1 Data Science UA Company Information, Head Office, Market Area and Industry Position

9.20.2 Data Science UA Company Profile and Main Business

9.20.3 Data Science UA Machine Learning Development Service Models, Specifications and Application

9.20.4 Data Science UA Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.20.5 Data Science UA Recent Developments

9.21 Velvetech

9.21.1 Velvetech Company Information, Head Office, Market Area and Industry Position

9.21.2 Velvetech Company Profile and Main Business

9.21.3 Velvetech Machine Learning Development Service Models, Specifications and Application

9.21.4 Velvetech Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.21.5 Velvetech Recent Developments

9.22 Exadel

9.22.1 Exadel Company Information, Head Office, Market Area and Industry Position

9.22.2 Exadel Company Profile and Main Business

9.22.3 Exadel Machine Learning Development Service Models, Specifications and Application

9.22.4 Exadel Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.22.5 Exadel Recent Developments

9.23 KiwiTech

9.23.1 KiwiTech Company Information, Head Office, Market Area and Industry Position

9.23.2 KiwiTech Company Profile and Main Business

9.23.3 KiwiTech Machine Learning Development Service Models, Specifications and Application

9.23.4 KiwiTech Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.23.5 KiwiTech Recent Developments

9.24 LITSLINK

9.24.1 LITSLINK Company Information, Head Office, Market Area and Industry Position

9.24.2 LITSLINK Company Profile and Main Business

9.24.3 LITSLINK Machine Learning Development Service Models, Specifications and Application

9.24.4 LITSLINK Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.24.5 LITSLINK Recent Developments

9.25 HData Systems

9.25.1 HData Systems Company Information, Head Office, Market Area and Industry Position

9.25.2 HData Systems Company Profile and Main Business

9.25.3 HData Systems Machine Learning Development Service Models, Specifications and Application

9.25.4 HData Systems Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.25.5 HData Systems Recent Developments

9.26 Sara Technologies

9.26.1 Sara Technologies Company Information, Head Office, Market Area and Industry Position

9.26.2 Sara Technologies Company Profile and Main Business

9.26.3 Sara Technologies Machine Learning Development Service Models, Specifications and Application

9.26.4 Sara Technologies Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.26.5 Sara Technologies Recent Developments

9.27 BairesDev

9.27.1 BairesDev Company Information, Head Office, Market Area and Industry Position

9.27.2 BairesDev Company Profile and Main Business

9.27.3 BairesDev Machine Learning Development Service Models, Specifications and Application

9.27.4 BairesDev Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.27.5 BairesDev Recent Developments

9.28 DICEUS

9.28.1 DICEUS Company Information, Head Office, Market Area and Industry Position

9.28.2 DICEUS Company Profile and Main Business

9.28.3 DICEUS Machine Learning Development Service Models, Specifications and Application

9.28.4 DICEUS Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.28.5 DICEUS Recent Developments

9.29 Netguru

9.29.1 Netguru Company Information, Head Office, Market Area and Industry Position

9.29.2 Netguru Company Profile and Main Business

9.29.3 Netguru Machine Learning Development Service Models, Specifications and Application

9.29.4 Netguru Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.29.5 Netguru Recent Developments

9.30 Relevant Software

9.30.1 Relevant Software Company Information, Head Office, Market Area and Industry Position

9.30.2 Relevant Software Company Profile and Main Business

9.30.3 Relevant Software Machine Learning Development Service Models, Specifications and Application

9.30.4 Relevant Software Machine Learning Development Service Revenue and Gross Margin, 2019-2023

9.30.5 Relevant Software Recent Developments

9.31 ScienceSoft

9.32 Varfix

9.33 Focaloid Technologies

9.34 Softweb Solutions

9.35 STX Next

9.36 VLink

9.37 MobiDev

9.38 Serokell

9.39 Amazon AWS

9.40 Microsoft

9.41 MMC Global

9.42 Osiz

10 Conclusion

11 Appendix

11.1 Research Methodology

11.2 Data Source

11.2.1 Secondary Sources

11.2.2 Primary Sources

11.3 Market Estimation Model

11.4 Disclaimer

Table 1. Machine Learning Development Service Market Size & CAGR: China VS Global, (US$ Million), 2019-2030

Table 2. Machine Learning Development Service Market Restraints

Table 3. Machine Learning Development Service Market Trends

Table 4. Machine Learning Development Service Industry Policy

Table 5. Global Machine Learning Development Service Revenue by Company (2019-2023) & (US$ million)

Table 6. Global Machine Learning Development Service Revenue Market Share by Company (2019-2023)

Table 7. Global Machine Learning Development Service Manufacturers Market Concentration Ratio (CR3 and HHI)

Table 8. Global Machine Learning Development Service Mergers & Acquisitions, Expansion Plans

Table 9. Global Machine Learning Development Service Manufacturers Product Type

Table 10. China Machine Learning Development Service Revenue by Company (2019-2023) & (US$ million)

Table 11. China Machine Learning Development Service Revenue Market Share by Company (2019-2023)

Table 12. Global Key Players of Machine Learning Development Service Upstream (Raw Materials)

Table 13. Global Machine Learning Development Service Typical Customers

Table 14. Machine Learning Development Service Typical Distributors

Table 15. By Type, Global Machine Learning Development Service Revenue & CAGR, 2019 VS 2023 VS 2030, US$ Million

Table 16. By Application, Global Machine Learning Development Service Revenue & CAGR, 2019 VS 2023 VS 2030, US$ Million

Table 17. By Region, Global Machine Learning Development Service Market Size, 2019 VS 2023 VS 2030, US$ Million

Table 18. By Region, Global Machine Learning Development Service Revenue, 2019-2030, US$ Million

Table 19. By Country, Global Machine Learning Development Service Revenue & CAGR，2019 VS 2023 VS 2030, US$ Million

Table 20. By Country, Global Machine Learning Development Service Revenue, 2019-2030, US$ Million

Table 21. By Country, Global Machine Learning Development Service Revenue Market Share, 2019-2030

Table 22. Chetu Company Information, Head Office, Market Area and Industry Position

Table 23. Chetu Company Profile and Main Business

Table 24. Chetu Machine Learning Development Service Models, Specifications and Application

Table 25. Chetu Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 26. Chetu Recent Developments

Table 27. LeewayHertz Company Information, Head Office, Market Area and Industry Position

Table 28. LeewayHertz Company Profile and Main Business

Table 29. LeewayHertz Machine Learning Development Service Models, Specifications and Application

Table 30. LeewayHertz Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 31. LeewayHertz Recent Developments

Table 32. Softeq Development Company Information, Head Office, Market Area and Industry Position

Table 33. Softeq Development Company Profile and Main Business

Table 34. Softeq Development Machine Learning Development Service Models, Specifications and Application

Table 35. Softeq Development Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 36. Softeq Development Recent Developments

Table 37. Intellias Company Information, Head Office, Market Area and Industry Position

Table 38. Intellias Company Profile and Main Business

Table 39. Intellias Machine Learning Development Service Models, Specifications and Application

Table 40. Intellias Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 41. Intellias Recent Developments

Table 42. APRO Software Company Information, Head Office, Market Area and Industry Position

Table 43. APRO Software Company Profile and Main Business

Table 44. APRO Software Machine Learning Development Service Models, Specifications and Application

Table 45. APRO Software Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 46. APRO Software Recent Developments

Table 47. Oodles Technologies Company Information, Head Office, Market Area and Industry Position

Table 48. Oodles Technologies Company Profile and Main Business

Table 49. Oodles Technologies Machine Learning Development Service Models, Specifications and Application

Table 50. Oodles Technologies Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 51. Oodles Technologies Recent Developments

Table 52. Appinventiv Company Information, Head Office, Market Area and Industry Position

Table 53. Appinventiv Company Profile and Main Business

Table 54. Appinventiv Machine Learning Development Service Models, Specifications and Application

Table 55. Appinventiv Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 56. Appinventiv Recent Developments

Table 57. Hexaview Technologies Company Information, Head Office, Market Area and Industry Position

Table 58. Hexaview Technologies Company Profile and Main Business

Table 59. Hexaview Technologies Machine Learning Development Service Models, Specifications and Application

Table 60. Hexaview Technologies Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 61. Hexaview Technologies Recent Developments

Table 62. Dash Technologies Company Information, Head Office, Market Area and Industry Position

Table 63. Dash Technologies Company Profile and Main Business

Table 64. Dash Technologies Machine Learning Development Service Models, Specifications and Application

Table 65. Dash Technologies Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 66. Dash Technologies Recent Developments

Table 67. Bacancy Company Information, Head Office, Market Area and Industry Position

Table 68. Bacancy Company Profile and Main Business

Table 69. Bacancy Machine Learning Development Service Models, Specifications and Application

Table 70. Bacancy Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 71. Bacancy Recent Developments

Table 72. XevenSolutions Company Information, Head Office, Market Area and Industry Position

Table 73. XevenSolutions Company Profile and Main Business

Table 74. XevenSolutions Machine Learning Development Service Models, Specifications and Application

Table 75. XevenSolutions Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 76. XevenSolutions Recent Developments

Table 77. Aegis Softtech Company Information, Head Office, Market Area and Industry Position

Table 78. Aegis Softtech Company Profile and Main Business

Table 79. Aegis Softtech Machine Learning Development Service Models, Specifications and Application

Table 80. Aegis Softtech Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 81. Aegis Softtech Recent Developments

Table 82. HuskyJam Company Information, Head Office, Market Area and Industry Position

Table 83. HuskyJam Company Profile and Main Business

Table 84. HuskyJam Machine Learning Development Service Models, Specifications and Application

Table 85. HuskyJam Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 86. HuskyJam Recent Developments

Table 87. Hewlett Packard Enterprise Development LP Company Information, Head Office, Market Area and Industry Position

Table 88. Hewlett Packard Enterprise Development LP Company Profile and Main Business

Table 89. Hewlett Packard Enterprise Development LP Machine Learning Development Service Models, Specifications and Application

Table 90. Hewlett Packard Enterprise Development LP Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 91. Hewlett Packard Enterprise Development LP Recent Developments

Table 92. 9series Company Information, Head Office, Market Area and Industry Position

Table 93. 9series Company Profile and Main Business

Table 94. 9series Machine Learning Development Service Models, Specifications and Application

Table 95. 9series Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 96. 9series Recent Developments

Table 97. INOXOFT Company Information, Head Office, Market Area and Industry Position

Table 98. INOXOFT Company Profile and Main Business

Table 99. INOXOFT Machine Learning Development Service Models, Specifications and Application

Table 100. INOXOFT Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 101. INOXOFT Recent Developments

Table 102. Waverley Software Company Information, Head Office, Market Area and Industry Position

Table 103. Waverley Software Company Profile and Main Business

Table 104. Waverley Software Machine Learning Development Service Models, Specifications and Application

Table 105. Waverley Software Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 106. Waverley Software Recent Developments

Table 107. N-iX Company Information, Head Office, Market Area and Industry Position

Table 108. N-iX Company Profile and Main Business

Table 109. N-iX Machine Learning Development Service Models, Specifications and Application

Table 110. N-iX Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 111. N-iX Recent Developments

Table 112. Signity Software Solutions Company Information, Head Office, Market Area and Industry Position

Table 113. Signity Software Solutions Company Profile and Main Business

Table 114. Signity Software Solutions Machine Learning Development Service Models, Specifications and Application

Table 115. Signity Software Solutions Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 116. Signity Software Solutions Recent Developments

Table 117. Data Science UA Company Information, Head Office, Market Area and Industry Position

Table 118. Data Science UA Company Profile and Main Business

Table 119. Data Science UA Machine Learning Development Service Models, Specifications and Application

Table 120. Data Science UA Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 121. Data Science UA Recent Developments

Table 122. Velvetech Company Information, Head Office, Market Area and Industry Position

Table 123. Velvetech Company Profile and Main Business

Table 124. Velvetech Machine Learning Development Service Models, Specifications and Application

Table 125. Velvetech Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 126. Velvetech Recent Developments

Table 127. Exadel Company Information, Head Office, Market Area and Industry Position

Table 128. Exadel Company Profile and Main Business

Table 129. Exadel Machine Learning Development Service Models, Specifications and Application

Table 130. Exadel Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 131. Exadel Recent Developments

Table 132. KiwiTech Company Information, Head Office, Market Area and Industry Position

Table 133. KiwiTech Company Profile and Main Business

Table 134. KiwiTech Machine Learning Development Service Models, Specifications and Application

Table 135. KiwiTech Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 136. KiwiTech Recent Developments

Table 137. LITSLINK Company Information, Head Office, Market Area and Industry Position

Table 138. LITSLINK Company Profile and Main Business

Table 139. LITSLINK Machine Learning Development Service Models, Specifications and Application

Table 140. LITSLINK Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 141. LITSLINK Recent Developments

Table 142. HData Systems Company Information, Head Office, Market Area and Industry Position

Table 143. HData Systems Company Profile and Main Business

Table 144. HData Systems Machine Learning Development Service Models, Specifications and Application

Table 145. HData Systems Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 146. HData Systems Recent Developments

Table 147. Sara Technologies Company Information, Head Office, Market Area and Industry Position

Table 148. Sara Technologies Company Profile and Main Business

Table 149. Sara Technologies Machine Learning Development Service Models, Specifications and Application

Table 150. Sara Technologies Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 151. Sara Technologies Recent Developments

Table 152. BairesDev Company Information, Head Office, Market Area and Industry Position

Table 153. BairesDev Company Profile and Main Business

Table 154. BairesDev Machine Learning Development Service Models, Specifications and Application

Table 155. BairesDev Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 156. BairesDev Recent Developments

Table 157. DICEUS Company Information, Head Office, Market Area and Industry Position

Table 158. DICEUS Company Profile and Main Business

Table 159. DICEUS Machine Learning Development Service Models, Specifications and Application

Table 160. DICEUS Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 161. DICEUS Recent Developments

Table 162. Netguru Company Information, Head Office, Market Area and Industry Position

Table 163. Netguru Company Profile and Main Business

Table 164. Netguru Machine Learning Development Service Models, Specifications and Application

Table 165. Netguru Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 166. Netguru Recent Developments

Table 167. Relevant Software Company Information, Head Office, Market Area and Industry Position

Table 168. Relevant Software Company Profile and Main Business

Table 169. Relevant Software Machine Learning Development Service Models, Specifications and Application

Table 170. Relevant Software Machine Learning Development Service Revenue and Gross Margin, 2019-2023

Table 171. Relevant Software Recent Developments

Table 172. ScienceSoft Company Profile

Table 173. Varfix Company Profile

Table 174. Focaloid Technologies Company Profile

Table 175. Softweb Solutions Company Profile

Table 176. STX Next Company Profile

Table 177. VLink Company Profile

Table 178. MobiDev Company Profile

Table 179. Serokell Company Profile

List of Figure

Figure 1. Machine Learning Development Service Picture

Figure 2. Global Machine Learning Development Service Industry Market Size and Forecast (US$ million) & (2019-2030)

Figure 3. China Machine Learning Development Service Revenue and Forecast (US$ million) & (2019-2030)

Figure 4. 2019-2030 China Machine Learning Development Service Market Share of Global

Figure 5. Global Machine Learning Development Service Key Participants, Market Share, 2021 VS 2023 VS 2023

Figure 6. Global Machine Learning Development Service Market Share by Company, (Tier 1, Tier 2 and Tier 3), 2019-2023

Figure 7. China Machine Learning Development Service Key Participants, Market Share, 2021 VS 2023 VS 2023

Figure 8. China Machine Learning Development Service Revenue, Domestic VS Import Products, Proportion of China Local Players and Foreign Players, 2019-2023

Figure 9. Machine Learning Development Service Industry Chain

Figure 10. Computer Vision

Figure 11. Voice and Speech Recognition

Figure 12. Neural Network Development

Figure 13. Natural Language Processing (NLP)

Figure 14. Predictive Algorithms

Figure 15. Data Mining

Figure 16. Others

Figure 17. By Type, Global Machine Learning Development Service Revenue, 2019-2030, US$ Million

Figure 18. By Type, Global Machine Learning Development Service Revenue Market Share, 2019-2030

Figure 19. Transportation

Figure 20. Automotive

Figure 21. Oil and Gas

Figure 22. Consumer Electronics

Figure 23. Healthcare

Figure 24. Others

Figure 25. By Application, Global Machine Learning Development Service Revenue, 2019-2030, US$ Million

Figure 26. By Application, Global Machine Learning Development Service Revenue Market Share, 2019-2030

Figure 27. By Region, Global Machine Learning Development Service Revenue Market Share, 2019-2030

Figure 28. North America Machine Learning Development Service Revenue & Forecasts, 2019-2030, US$ Million

Figure 29. By Country, North America Machine Learning Development Service Revenue Market Share, 2019-2023

Figure 30. Europe Machine Learning Development Service Revenue & Forecasts, 2019-2030, US$ Million

Figure 31. By Country, Europe Machine Learning Development Service Revenue Market Share, 2019-2023

Figure 32. Asia Pacific Machine Learning Development Service Revenue & Forecasts, 2019-2030, US$ Million

Figure 33. By Country/Region, Asia Pacific Machine Learning Development Service Revenue Market Share, 2019-2023

Figure 34. South America Machine Learning Development Service Revenue & Forecasts, 2019-2030, US$ Million

Figure 35. By Country, South America Machine Learning Development Service Revenue Market Share, 2019-2023

Figure 36. Middle East & Africa Machine Learning Development Service Revenue & Forecasts, 2019-2030, US$ Million

Figure 37. U.S. Machine Learning Development Service Revenue, 2019-2030, (US$ Million)

Figure 38. By Company, U.S. Machine Learning Development Service Market Share, 2019-2023

Figure 39. By Type, U.S. Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 40. By Application, U.S. Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 41. Europe Machine Learning Development Service Revenue, 2019-2030, (US$ Million)

Figure 42. By Company, Europe Machine Learning Development Service Market Share, 2019-2023

Figure 43. By Type, Europe Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 44. By Application, Europe Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 45. China Machine Learning Development Service Revenue, 2019-2030, (US$ Million)

Figure 46. By Company, China Machine Learning Development Service Market Share, 2019-2023

Figure 47. By Type, China Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 48. By Application, China Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 49. Japan Machine Learning Development Service Revenue, 2019-2030, (US$ Million)

Figure 50. By Company, Japan Machine Learning Development Service Market Share, 2019-2023

Figure 51. By Type, Japan Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 52. By Application, Japan Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 53. South Korea Machine Learning Development Service Revenue, 2019-2030, (US$ Million)

Figure 54. By Company, South Korea Machine Learning Development Service Market Share, 2019-2023

Figure 55. By Type, South Korea Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 56. By Application, South Korea Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 57. Southeast Asia Machine Learning Development Service Revenue, 2019-2030, (US$ Million)

Figure 58. By Company, Southeast Asia Machine Learning Development Service Market Share, 2019-2023

Figure 59. By Type, Southeast Asia Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 60. By Application, Southeast Asia Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 61. India Machine Learning Development Service Revenue, 2019-2030, (US$ Million)

Figure 62. By Company, India Machine Learning Development Service Market Share, 2019-2023

Figure 63. By Type, India Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 64. By Application, India Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 65. Middle East & Asia Machine Learning Development Service Revenue, 2019-2030, (US$ Million)

Figure 66. By Company, Middle East & Asia Machine Learning Development Service Market Share, 2019-2023

Figure 67. By Type, Middle East & Asia Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 68. By Application, Middle East & Asia Machine Learning Development Service Revenue Market Share, 2023 VS 2030

Figure 69. Research Methodology

Figure 70. Breakdown of Primary Interviews

Figure 71. Bottom-up Approaches

Figure 72. Top-down Approaches

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)