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I was an MLE on Meta's Ads Ranking team — wrote up everything I know about the Meta MLE interview loop

I spent 8 years as an applied ML engineer, including time as an MLE on Meta's Ads Ranking team (PhD in AI). Friends kept asking me how the Meta MLE loop actually works, so I wrote the whole thing up. Some highlights: How leveling actually works (E4/E5/E6) — it's not about how many rounds you pass,…

Read the full story at r/learnmachinelearning ↗

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  1. 2026-09-28 06:51 · r/learnmachinelearning
    I was an MLE on Meta's Ads Ranking team — wrote up everything I know about the Meta MLE interview loop

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