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<meta name=keywords content><meta name=description content="Using advancements in data and artificial intelligence tech to make a positive impact on our world.
"><meta name=author content="Yanir Seroussi"><link rel=canonical href=https://yanirseroussi.com/tags/data-engineering/><meta name=google-site-verification content="aWlue7NGcj4dQpjOKJF7YKiAvw3JuHnq6aFqX6VwWAU"><link crossorigin=anonymous href=/assets/css/stylesheet.95f8b578c477760ac07532f8dca264dfa75be0c1166f51f4be36adc0d75829da.css integrity="sha256-lfi1eMR3dgrAdTL43KJk36db4MEWb1H0vjatwNdYKdo=" rel="preload stylesheet" as=style><link rel=icon href=https://yanirseroussi.com/favicon.ico><link rel=icon type=image/png sizes=16x16 href=https://yanirseroussi.com/favicon-16x16.png><link rel=icon type=image/png sizes=32x32 href=https://yanirseroussi.com/favicon-32x32.png><link rel=apple-touch-icon href=https://yanirseroussi.com/apple-touch-icon.png><link rel=mask-icon href=https://yanirseroussi.com/safari-pinned-tab.svg><meta name=theme-color content="#2e2e33"><meta name=msapplication-TileColor content="#2e2e33"><link rel=alternate type=application/rss+xml href=https://yanirseroussi.com/tags/data-engineering/index.xml><noscript><style>#theme-toggle,.top-link{display:none}</style><style>@media(prefers-color-scheme:dark){:root{--theme:rgb(29, 30, 32);--entry:rgb(46, 46, 51);--primary:rgb(218, 218, 219);--secondary:rgb(155, 156, 157);--tertiary:rgb(65, 66, 68);--content:rgb(196, 196, 197);--code-block-bg:rgb(46, 46, 51);--code-bg:rgb(55, 56, 62);--border:rgb(51, 51, 51)}.list{background:var(--theme)}.list:not(.dark)::-webkit-scrollbar-track{background:0 0}.list:not(.dark)::-webkit-scrollbar-thumb{border-color:var(--theme)}}</style></noscript><meta property="og:title" content="data engineering"><meta property="og:description" content="Using advancements in data and artificial intelligence tech to make a positive impact on our world.
"><meta property="og:type" content="website"><meta property="og:url" content="https://yanirseroussi.com/tags/data-engineering/"><meta name=twitter:card content="summary"><meta name=twitter:title content="data engineering"><meta name=twitter:description content="Using advancements in data and artificial intelligence tech to make a positive impact on our world.
"></head><body class=list id=top><script>localStorage.getItem("pref-theme")==="dark"?document.body.classList.add("dark"):localStorage.getItem("pref-theme")==="light"?document.body.classList.remove("dark"):window.matchMedia("(prefers-color-scheme: dark)").matches&&document.body.classList.add("dark")</script><header class=header><nav class=nav><div class=logo><a href=https://yanirseroussi.com/ accesskey=h title="Yanir Seroussi | Data & AI for Impact (Alt + H)">Yanir Seroussi | Data & AI for Impact</a><div class=logo-switches><button id=theme-toggle accesskey=t title="(Alt + T)"><svg id="moon" xmlns="http://www.w3.org/2000/svg" width="24" height="18" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 12.79A9 9 0 1111.21 3 7 7 0 0021 12.79z"/></svg><svg id="sun" xmlns="http://www.w3.org/2000/svg" width="24" height="18" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="5"/><line x1="12" y1="1" x2="12" y2="3"/><line x1="12" y1="21" x2="12" y2="23"/><line x1="4.22" y1="4.22" x2="5.64" y2="5.64"/><line x1="18.36" y1="18.36" x2="19.78" y2="19.78"/><line x1="1" y1="12" x2="3" y2="12"/><line x1="21" y1="12" x2="23" y2="12"/><line x1="4.22" y1="19.78" x2="5.64" y2="18.36"/><line x1="18.36" y1="5.64" x2="19.78" y2="4.22"/></svg></button></div></div><button id=menu-trigger aria-haspopup=menu aria-label="Menu Button"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="feather feather-menu"><line x1="3" y1="12" x2="21" y2="12"/><line x1="3" y1="6" x2="21" y2="6"/><line x1="3" y1="18" x2="21" y2="18"/></svg></button><ul class="menu hidden"><li><a href=https://yanirseroussi.com/about/ title=About><span>About</span></a></li><li><a href=https://yanirseroussi.com/posts/ title=Posts><span>Posts</span></a></li><li><a href=https://yanirseroussi.com/talks/ title=Talks><span>Talks</span></a></li><li><a href=https://yanirseroussi.com/consult/ title=Consulting><span>Consulting</span></a></li></ul></nav></header><main class=main><header class=page-header><h1>data engineering</h1></header><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Substance over titles: Your first data hire may be a data scientist</h2></header><div class=entry-content><p>Advice for hiring a startup’s first data person: match skills to business needs, consider contractors, and get help from data people.</p></div><footer class=entry-footer><span title='2024-02-05 02:45:00 +0000 UTC'>February 5, 2024</span></footer><a class=entry-link aria-label="post link to Substance over titles: Your first data hire may be a data scientist" href=https://yanirseroussi.com/2024/02/05/substance-over-titles-your-first-data-hire-may-be-a-data-scientist/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Supporting volunteer monitoring of marine biodiversity with modern web and data tools</h2></header><div class=entry-content><p>Summarising the work Uri Seroussi and I did to improve Reef Life Survey’s Reef Species of the World app.</p></div><footer class=entry-footer><span title='2023-11-29 02:00:00 +0000 UTC'>November 29, 2023</span></footer><a class=entry-link aria-label="post link to Supporting volunteer monitoring of marine biodiversity with modern web and data tools" href=https://yanirseroussi.com/2023/11/29/supporting-volunteer-monitoring-of-marine-biodiversity-with-modern-web-and-data-tools/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>You don't need a proprietary API for static maps</h2></header><div class=entry-content><p>For many use cases, libraries like cartopy are better than the likes of Mapbox and Google Maps.</p></div><footer class=entry-footer><span title='2023-11-21 06:00:00 +0000 UTC'>November 21, 2023</span></footer><a class=entry-link aria-label="post link to You don't need a proprietary API for static maps" href=https://yanirseroussi.com/til/2023/11/21/you-dont-need-a-proprietary-api-for-static-maps/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Lessons from reluctant data engineering</h2></header><div class=entry-content><p>Video and summary of a talk I gave at DataEngBytes Brisbane on what I learned from doing data engineering as part of every data science role I had.</p></div><footer class=entry-footer><span title='2023-10-25 04:45:00 +0000 UTC'>October 25, 2023</span></footer><a class=entry-link aria-label="post link to Lessons from reluctant data engineering" href=https://yanirseroussi.com/2023/10/25/lessons-from-reluctant-data-engineering/></a></article></main><a href=/contact/#mailing-list-email target=_blank aria-label="subscribe to mailing list" class=mailing-list-link id=mailing-list-link>Subscribe</a><div class=mailing-list-container><form class=mailing-list action="https://yanirseroussi.us17.list-manage.com/subscribe/post?u=3c08aa3ff27dd92978019febd&amp;id=bc3ab705af" method=post target=_blank novalidate><label for=mailing-list-email>Get new posts in your mailbox</label>
"></head><body class=list id=top><script>localStorage.getItem("pref-theme")==="dark"?document.body.classList.add("dark"):localStorage.getItem("pref-theme")==="light"?document.body.classList.remove("dark"):window.matchMedia("(prefers-color-scheme: dark)").matches&&document.body.classList.add("dark")</script><header class=header><nav class=nav><div class=logo><a href=https://yanirseroussi.com/ accesskey=h title="Yanir Seroussi | Data & AI for Impact (Alt + H)">Yanir Seroussi | Data & AI for Impact</a><div class=logo-switches><button id=theme-toggle accesskey=t title="(Alt + T)"><svg id="moon" xmlns="http://www.w3.org/2000/svg" width="24" height="18" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 12.79A9 9 0 1111.21 3 7 7 0 0021 12.79z"/></svg><svg id="sun" xmlns="http://www.w3.org/2000/svg" width="24" height="18" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="5"/><line x1="12" y1="1" x2="12" y2="3"/><line x1="12" y1="21" x2="12" y2="23"/><line x1="4.22" y1="4.22" x2="5.64" y2="5.64"/><line x1="18.36" y1="18.36" x2="19.78" y2="19.78"/><line x1="1" y1="12" x2="3" y2="12"/><line x1="21" y1="12" x2="23" y2="12"/><line x1="4.22" y1="19.78" x2="5.64" y2="18.36"/><line x1="18.36" y1="5.64" x2="19.78" y2="4.22"/></svg></button></div></div><button id=menu-trigger aria-haspopup=menu aria-label="Menu Button"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="feather feather-menu"><line x1="3" y1="12" x2="21" y2="12"/><line x1="3" y1="6" x2="21" y2="6"/><line x1="3" y1="18" x2="21" y2="18"/></svg></button><ul class="menu hidden"><li><a href=https://yanirseroussi.com/about/ title=About><span>About</span></a></li><li><a href=https://yanirseroussi.com/posts/ title=Posts><span>Posts</span></a></li><li><a href=https://yanirseroussi.com/talks/ title=Talks><span>Talks</span></a></li><li><a href=https://yanirseroussi.com/consult/ title=Consulting><span>Consulting</span></a></li></ul></nav></header><main class=main><header class=page-header><h1>data engineering</h1></header><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Building your startup's minimum viable data stack</h2></header><div class=entry-content><p>First post in a series on building a minimum viable data stack for startups, introducing key definitions, components, and considerations.</p></div><footer class=entry-footer><span title='2024-02-19 00:00:00 +0000 UTC'>February 19, 2024</span></footer><a class=entry-link aria-label="post link to Building your startup's minimum viable data stack" href=https://yanirseroussi.com/2024/02/19/building-your-startups-minimum-viable-data-stack/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Substance over titles: Your first data hire may be a data scientist</h2></header><div class=entry-content><p>Advice for hiring a startup’s first data person: match skills to business needs, consider contractors, and get help from data people.</p></div><footer class=entry-footer><span title='2024-02-05 02:45:00 +0000 UTC'>February 5, 2024</span></footer><a class=entry-link aria-label="post link to Substance over titles: Your first data hire may be a data scientist" href=https://yanirseroussi.com/2024/02/05/substance-over-titles-your-first-data-hire-may-be-a-data-scientist/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Supporting volunteer monitoring of marine biodiversity with modern web and data tools</h2></header><div class=entry-content><p>Summarising the work Uri Seroussi and I did to improve Reef Life Survey’s Reef Species of the World app.</p></div><footer class=entry-footer><span title='2023-11-29 02:00:00 +0000 UTC'>November 29, 2023</span></footer><a class=entry-link aria-label="post link to Supporting volunteer monitoring of marine biodiversity with modern web and data tools" href=https://yanirseroussi.com/2023/11/29/supporting-volunteer-monitoring-of-marine-biodiversity-with-modern-web-and-data-tools/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>You don't need a proprietary API for static maps</h2></header><div class=entry-content><p>For many use cases, libraries like cartopy are better than the likes of Mapbox and Google Maps.</p></div><footer class=entry-footer><span title='2023-11-21 06:00:00 +0000 UTC'>November 21, 2023</span></footer><a class=entry-link aria-label="post link to You don't need a proprietary API for static maps" href=https://yanirseroussi.com/til/2023/11/21/you-dont-need-a-proprietary-api-for-static-maps/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Lessons from reluctant data engineering</h2></header><div class=entry-content><p>Video and summary of a talk I gave at DataEngBytes Brisbane on what I learned from doing data engineering as part of every data science role I had.</p></div><footer class=entry-footer><span title='2023-10-25 04:45:00 +0000 UTC'>October 25, 2023</span></footer><a class=entry-link aria-label="post link to Lessons from reluctant data engineering" href=https://yanirseroussi.com/2023/10/25/lessons-from-reluctant-data-engineering/></a></article></main><a href=/contact/#mailing-list-email target=_blank aria-label="subscribe to mailing list" class=mailing-list-link id=mailing-list-link>Subscribe</a><div class=mailing-list-container><form class=mailing-list action="https://yanirseroussi.us17.list-manage.com/subscribe/post?u=3c08aa3ff27dd92978019febd&amp;id=bc3ab705af" method=post target=_blank novalidate><label for=mailing-list-email>Get new posts in 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