Global MLOps Technology Market Report, History and Forecast 2018-2034, Breakdown Data by Companies, Key Regions, Types and Application
Published on: 2024-01-04 | No of Pages : 400 | Industry : Latest Trends
Publisher : MRA | Format : PDF
Global MLOps Technology Market Report, History and Forecast 2018-2034, Breakdown Data by Companies, Key Regions, Types and Application
MLOps is the process of taking an experimental Machine Learning model into a production system. The word is a compound of “Machine Learning” and the continuous development practice of DevOps in the software field. Machine Learning models are tested and developed in isolated experimental systems. When an algorithm is ready to be launched, MLOps is practiced between Data Scientists, DevOps, and Machine Learning engineers to transition the algorithm to production systems. Similar to DevOps or DataOps approaches, MLOps seeks to increase automation and improve the quality of production models, while also focusing on business and regulatory requirements. While MLOps started as a set of best practices, it is slowly evolving into an independent approach to ML lifecycle management. MLOps applies to the entire lifecycle - from integrating with model generation (software development lifecycle, continuous integration/continuous delivery), orchestration, and deployment, to health, diagnostics, governance, and business metrics.
MLOps Technology report published by MRA Research reveals that COVID-19 and Russia-Ukraine War impacted the market dually in 2023. Global MLOps Technology market is projected to reach US$ million in 2033, increasing from US$ million in 2023, with the CAGR of % during the period of 2023 to 2033. Demand from BFSI and Healthcare are the major drivers for the industry.
North America, Europe and Asia Pacific are the key regions for MLOps Technology industry. Among those areas, stimulated by rigid demand from downstream industries, Asia Pacific is estimated to experience fast growth, with the CAGR of % during 2023 to 2033.
Globally, MLOps Technology key companies include Microsoft, Amazon, Google, IBM, Dataiku, Lguazio, Databricks, DataRobot, Inc. and Cloudera, etc. Microsoft, Amazon, Google are top 3 players and held % share in total in 2023.
MLOps Technology can be divided into On-premise, Cloud and Hybrid,, etc. On-premise is the mainstream product in the market, accounting for % share globally in 2023.
MLOps Technology is widely used in various fields, such as BFSI, Healthcare, Retail and Manufacturing, etc. BFSI provides greatest supports to the MLOps Technology industry development. In 2023, global % share of MLOps Technology went into BFSI filed.
Report Scope
This report, based on historical analysis (2018-2023) and forecast calculation (2023-2033), aims to help readers to get a comprehensive understanding of global MLOps Technology market with multiple angles, which provides sufficient supports to readers’ strategy and decision making.
Companies, Type, Application and Regions Listed in the Report
Microsoft
Amazon
Google
IBM
Dataiku
Lguazio
Databricks
DataRobot, Inc.
Cloudera
Modzy
Algorithmia
HPE
Valohai
Allegro AI
Comet
FloydHub
Paperpace
Cnvrg.io
Segment by Type
On-premise
Cloud
Hybrid
BFSI
Healthcare
Retail
Manufacturing
Public Sector
Others
By Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Latin America
Mexico
Brazil
Middle East & Africa
Turkey
Saudi Arabia
UAE
Each chapter of the report provides detailed information for readers to understand the MLOps Technology market further
Chapter 1Global and regional market size and CAGR for the history and forecast period (2018-2023, 2024-2033).
Chapter 2Product Types and Revenue analysis of Each Type in North America, Europe, Asia-Pacific, Latin America, Middle East and Africa from 2018 to 2023.
Chapter 3Product Application and Revenue analysis of Each Application in North America, Europe, Asia-Pacific, Latin America, Middle East and Africa from 2018 to 2023.
Chapter 4Company Competition Status, Detailed analysis of Product Name companies’ competitive landscape, revenue, market share and ranking, latest development plan, merger, and acquisition information, etc.
Chapter 5Companies’ Outline, covering company’s basic information, MLOps Technology introduction, etc. MLOps Technology Revenue and Gross Margin of each company as well as Recent Development are also contained in this part.
Chapter 6 to 10Country Level analysis of North America, Europe, Asia-Pacific, Latin America, Middle East and Africa by revenue.
Chapter 11Market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry.
Chapter 12MRA Research’s Conclusions of MLOps Technology market based on comprehensive survey.
Chapter 13Methodology and Data Sources adopted by MRA Research.
MLOps Technology report published by MRA Research reveals that COVID-19 and Russia-Ukraine War impacted the market dually in 2023. Global MLOps Technology market is projected to reach US$ million in 2033, increasing from US$ million in 2023, with the CAGR of % during the period of 2023 to 2033. Demand from BFSI and Healthcare are the major drivers for the industry.
North America, Europe and Asia Pacific are the key regions for MLOps Technology industry. Among those areas, stimulated by rigid demand from downstream industries, Asia Pacific is estimated to experience fast growth, with the CAGR of % during 2023 to 2033.
Globally, MLOps Technology key companies include Microsoft, Amazon, Google, IBM, Dataiku, Lguazio, Databricks, DataRobot, Inc. and Cloudera, etc. Microsoft, Amazon, Google are top 3 players and held % share in total in 2023.
MLOps Technology can be divided into On-premise, Cloud and Hybrid,, etc. On-premise is the mainstream product in the market, accounting for % share globally in 2023.
MLOps Technology is widely used in various fields, such as BFSI, Healthcare, Retail and Manufacturing, etc. BFSI provides greatest supports to the MLOps Technology industry development. In 2023, global % share of MLOps Technology went into BFSI filed.
Report Scope
This report, based on historical analysis (2018-2023) and forecast calculation (2023-2033), aims to help readers to get a comprehensive understanding of global MLOps Technology market with multiple angles, which provides sufficient supports to readers’ strategy and decision making.
Companies, Type, Application and Regions Listed in the Report
By Company
Microsoft
Amazon
IBM
Dataiku
Lguazio
Databricks
DataRobot, Inc.
Cloudera
Modzy
Algorithmia
HPE
Valohai
Allegro AI
Comet
FloydHub
Paperpace
Cnvrg.io
Segment by Type
On-premise
Cloud
Hybrid
Segment by Application
BFSI
Healthcare
Retail
Manufacturing
Public Sector
Others
By Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Latin America
Mexico
Brazil
Middle East & Africa
Turkey
Saudi Arabia
UAE
Each chapter of the report provides detailed information for readers to understand the MLOps Technology market further
Chapter 1Global and regional market size and CAGR for the history and forecast period (2018-2023, 2024-2033).
Chapter 2Product Types and Revenue analysis of Each Type in North America, Europe, Asia-Pacific, Latin America, Middle East and Africa from 2018 to 2023.
Chapter 3Product Application and Revenue analysis of Each Application in North America, Europe, Asia-Pacific, Latin America, Middle East and Africa from 2018 to 2023.
Chapter 4Company Competition Status, Detailed analysis of Product Name companies’ competitive landscape, revenue, market share and ranking, latest development plan, merger, and acquisition information, etc.
Chapter 5Companies’ Outline, covering company’s basic information, MLOps Technology introduction, etc. MLOps Technology Revenue and Gross Margin of each company as well as Recent Development are also contained in this part.
Chapter 6 to 10Country Level analysis of North America, Europe, Asia-Pacific, Latin America, Middle East and Africa by revenue.
Chapter 11Market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry.
Chapter 12MRA Research’s Conclusions of MLOps Technology market based on comprehensive survey.
Chapter 13Methodology and Data Sources adopted by MRA Research.