Dave Burgess, Head of Data Engineering at Pinterest, details how Pinterest structures its data engineering team and infrastructure across online serving databases and batch platforms.
“So data engineering at Pinterest comprises the serving part, all the online systems. So that includes the online databases like MySQL and key value stores like RocksDB and HBase, and also includes Druid platform. So we have our online systems. We also have all the batch systems and analytics and experimentation platforms.”
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Opinion
Pinterest visual search beats Google and Bing in head-to-head tests
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Dave BurgessApr 5, 2021▶ 13:06Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
AssertionContradicted
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Dave BurgessApr 5, 2021▶ 2:38Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
AssertionNot checkable as stated
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Dave BurgessApr 5, 2021▶ 8:59Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
Disclosure
Pinterest manages open-source data tech in-house to limit downtime
“Yeah, we do. I mean, we're fortunate to have the number of engineers to do that, and one of the reasons why we work directly either with the open source community or the companies that are also working on that is that we want Pinterest to be up all the time, a…”
Dave BurgessApr 5, 2021▶ 20:29Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
Disclosure
Pinterest embeds machine learning engineers directly within product teams
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Dave BurgessApr 5, 2021▶ 22:50Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
Disclosure
Pinterest wants non-coding data scientists to deploy ML models to production
“And to get to a point where we can have people that are data scientists that don't even code, that can just build models and be able to deploy those to production. So that's really what we want to get to within Pinterest as well.”
Dave BurgessApr 5, 2021▶ 24:22Fireside Chat: Dave Burgess (Head of Data Engineering, Pinterest) w/ Matt Turck (Partner, FirstMark)
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