Aug 12, 2025: Snowflake ML Jobs (General availability)

Support for ML jobs is now generally available and is no longer in Preview.

Snowflake ML Jobs is a framework which lets you leverage the Container Runtime from any environment. You can use the ML Jobs SDK to:

  • Submit and manage jobs using Snowpark Container Services

  • Leverage GPU and high-memory CPU instances for resource-intensive tasks

  • Use your preferred development environment (VS Code, external notebooks, etc.)

For more information, see: - Snowflake Multi-Node ML Jobs

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