How Snap Rebuilt Its ML Platform to Handle 10,000+ Daily Spark Jobs

Inside Prism, the system that turned scattered Spark workflows into a unified, ML-ready platform.

Nov 20, 2025

∙ Paid

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Today we will look at how Snap unified Spark, ML workflows and 10k+ daily jobs under one platform.

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Now, with that out of the way, let’s get to Snap’s ML platform transformation.

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