Facebook MLE vs MLE infra

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RichardH

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RichardH
Nov 13, 2020 6 Comments

Reach out by a recuiter for interview. Does anyone know whats the difference between these two in FB, do they get similar oppurtunities to choose ml teams in Bootcamp, hows the onsite interview differs?

yoe: 6yrs
tc:320k

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TOP 6 Comments
  • Totally different.

    Most MLEs I’ve met spend most of their time on figuring out metrics, writing data pipelines in SQL, feature engineering and running experiments. Very little actual coding/systems work. To me it’s what DS do at other companies. There are a few exceptions of course.

    MLE Infra on the other hand doesn’t do any of that. They are an infra team that specializes in ML. So making sure MLE can run experiments, store, version and serve models etc.
    Nov 14, 2020 5