Global MLOps Market Size, Trends and Forecast 2026-2030 by Company and Country
The MLOps market is projected to surge from $4.5 billion in 2026 to $39 billion by 2034, growing at 37.4% CAGR as enterprises scale AI deployments with AWS, Google Cloud, Microsoft Azure, IBM, and DataRobot leading the transformation.
Executive Summary
The global Machine Learning Operations (MLOps) market stands at a pivotal inflection point, with projections showing explosive growth from $4.5 billion in 2026 to $39 billion by 2034. This 37.4% compound annual growth rate reflects the urgent enterprise need to operationalize AI at scale, moving beyond experimental machine learning projects into production-ready systems that deliver measurable business value.
With 87% of large enterprises now implementing AI solutions according to MLOps Market Growth 2025 analysis, the demand for robust deployment, monitoring, and governance frameworks has never been greater. The market is experiencing a fundamental shift from manual model management to automated, continuous deployment pipelines that reduce time-to-production from months to days.
Market Size Trajectory 2026-2030
According to Grand View Research and MarketsandMarkets, the MLOps market demonstrates unprecedented acceleration:
| Year | Market Size (USD) | YoY Growth | Key Milestone |
|---|---|---|---|
| 2024 | $1.7 Billion | — | Foundation year |
| 2025 | $4.37 Billion | +157% | Mass adoption begins |
| 2026 | $4.5 Billion | +3% | Enterprise standardization |
| 2027 | $5.9 Billion | +31% | Cloud dominance |
| 2028 | $11.5 Billion | +95% | Healthcare surge |
| 2030 | $16.6-21.0 Billion | +44-83% | Market maturity |
The CAGR ranges from 35.5% to 41.0% depending on the research methodology, with Verified Market Reports projecting the market could reach $21 billion by 2033.
Leading Companies and Market Share Analysis
The competitive landscape features established cloud giants alongside specialized MLOps providers:
| Company | Market Share | Primary Offering | Recent Development |
|---|---|---|---|
| IBM | 20% | Watson MLOps Platform | Enterprise integration suite |
| Google Cloud | 18% | ...