{"id":173423,"date":"2025-09-02T16:17:50","date_gmt":"2025-09-02T15:17:50","guid":{"rendered":"https:\/\/datascientest.com\/de\/?p=173423"},"modified":"2025-09-02T16:17:51","modified_gmt":"2025-09-02T15:17:51","slug":"data-scientist-berufsbild","status":"publish","type":"post","link":"https:\/\/datascientest.com\/de\/data-scientist-berufsbild","title":{"rendered":"Data Scientist: Was das ist und wie sein Berufsalltag aussieht"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"173423\" class=\"elementor elementor-173423\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c32aa6e e-flex e-con-boxed e-con\" data-id=\"c32aa6e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3962884 elementor-widget elementor-widget-heading\" data-id=\"3962884\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Entdecke alles, was Du \u00fcber den Job eines\/einer Data Scientist wissen musst: Rolle, Zust\u00e4ndigkeitsbereiche, F\u00e4higkeiten, Gehalt, vorhandene Ausbildungen... <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6ec2f71 e-flex e-con-boxed e-con\" data-id=\"6ec2f71\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a1139fb elementor-widget elementor-widget-text-editor\" data-id=\"a1139fb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400\">Mit dem Aufkommen von Big Data verf\u00fcgen Unternehmen heute \u00fcber <\/span><b>ein riesiges Datenvolumen<\/b><span style=\"font-weight: 400\">. Um sie zu analysieren, ihnen Bedeutung zu verleihen und verwertbare Informationen zu extrahieren, greifen sie auf Data Scientists zur\u00fcck. <\/span><span style=\"font-weight: 400\"><br \/><\/span><span style=\"font-weight: 400\"><br \/><\/span><b>Data Scientists <\/b><span style=\"font-weight: 400\">sind <\/span><b>Experte und Expertinnen<\/b><span style=\"font-weight: 400\"> f\u00fcr <\/span><b>Datenanalyse<\/b><span style=\"font-weight: 400\">, die dank ihrer Neugier und ihrer technischen F\u00e4higkeiten komplexe Probleme l\u00f6sen k\u00f6nnen. Ihre Aufgabe besteht darin, den <\/span><b>wahren Wert der Daten<\/b><span style=\"font-weight: 400\"> aufzudecken.\u00a0<\/span><span style=\"font-weight: 400\"><br \/><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cebd0e elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"5cebd0e\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/de\/weiterbildung-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Data Scientist werden<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c67146e e-flex e-con-boxed e-con\" data-id=\"c67146e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60556af elementor-widget elementor-widget-heading\" data-id=\"60556af\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Aufgaben <\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5849ea5 elementor-widget elementor-widget-text-editor\" data-id=\"5849ea5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400\">Data Scientists haben mehrere Hauptaufgaben. Vor allem sind sie <\/span><b>Wissenschaftler<\/b> <b>und<\/b> <b>Wissenschaftlerinnen<\/b><span style=\"font-weight: 400\">, die Data Science zum Nutzen ihres Unternehmens einsetzen. Ihre Aufgabe? Probleme des Unternehmens durch Datenanalyse zu l\u00f6sen. <\/span><b>Sie verarbeiten, analysieren und modellieren die Daten und interpretieren die Ergebnisse von der Verarbeitung. <\/b><span style=\"font-weight: 400\"><br \/><\/span><span style=\"font-weight: 400\"><br \/><\/span><span style=\"font-weight: 400\">Sie sind daf\u00fcr verantwortlich, <\/span><b>den besten Weg zur Erf\u00fcllung der Gesch\u00e4ftsanforderungen zu finden<\/b><span style=\"font-weight: 400\"> und die zu ihrer Implementierung erforderlichen Daten zu ermitteln. <\/span><span style=\"font-weight: 400\"><br \/><\/span><span style=\"font-weight: 400\"><br \/><\/span><span style=\"font-weight: 400\">Sie<\/span><b> definieren die relevantesten Analysealgorithmen<\/b><span style=\"font-weight: 400\">, um unterschiedliche Anforderungen zu erf\u00fcllen, und entwickeln <\/span><b>beschreibende und pr\u00e4diktive Modelle<\/b><span style=\"font-weight: 400\">. Sie m\u00fcssen Datenanalysemodelle \u00fcberwachen und k\u00f6nnen ihre Best Practices mit dem Rest des Teams teilen. <\/span><span style=\"font-weight: 400\"><br \/><\/span><span style=\"font-weight: 400\"><br \/><\/span><span style=\"font-weight: 400\">Schlie\u00dflich k\u00f6nnen Data Scientists daf\u00fcr verantwortlich sein, <\/span><b>gro\u00dfe Mengen unstrukturierter Daten zu sammeln<\/b><span style=\"font-weight: 400\">, um sie in ein verwendbares Format umzuwandeln. Bei dieser Aufgabe werden sie jedoch<\/span><b> h\u00e4ufig von Data Engineers unterst\u00fctzt.<\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fcaba0 elementor-widget elementor-widget-heading\" data-id=\"2fcaba0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Merkzettel Data Scientist:<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-559799f elementor-skin-carousel elementor-arrows-yes elementor-pagination-type-bullets elementor-pagination-position-outside elementor-widget elementor-widget-media-carousel\" data-id=\"559799f\" data-element_type=\"widget\" data-settings=\"{&quot;slides_per_view&quot;:&quot;1&quot;,&quot;skin&quot;:&quot;carousel&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;show_arrows&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;speed&quot;:500,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;loop&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"media-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/datascientest.com\/de\/wp-content\/plugins\/elementor-pro\/assets\/css\/widget-carousel.min.css\">\t\t<div class=\"elementor-swiper\">\n\t\t\t<div class=\"elementor-main-swiper swiper-container\">\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/de\/files\/2020\/11\/DS_slide_1-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: 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url(&#039;https:\/\/datascientest.com\/de\/files\/2020\/11\/DS_slide_4-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/de\/files\/2020\/11\/DS_slide_5-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: 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url(&#039;https:\/\/datascientest.com\/de\/files\/2020\/11\/DS_slide_8-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/de\/files\/2020\/11\/DS_slide_9-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/de\/files\/2020\/11\/DS_slide_10-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-left\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M646 125C629 125 613 133 604 142L308 442C296 454 292 471 292 487 292 504 296 521 308 533L604 854C617 867 629 875 646 875 663 875 679 871 692 858 704 846 713 829 713 812 713 796 708 779 692 767L438 487 692 225C700 217 708 204 708 187 708 171 704 154 692 142 675 129 663 125 646 125Z\"><\/path><\/svg>\t\t\t\t\t\t\t<span class=\"elementor-screen-only\">Voriger<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-right\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M696 533C708 521 713 504 713 487 713 471 708 454 696 446L400 146C388 133 375 125 354 125 338 125 325 129 313 142 300 154 292 171 292 187 292 204 296 221 308 233L563 492 304 771C292 783 288 800 288 817 288 833 296 850 308 863 321 871 338 875 354 875 371 875 388 867 400 854L696 533Z\"><\/path><\/svg>\t\t\t\t\t\t\t<span class=\"elementor-screen-only\">N\u00e4chster<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e2c91e elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"4e2c91e\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/de\/weiterbildung-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Mehr erfahren<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-add953b e-flex e-con-boxed e-con\" data-id=\"add953b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad3fb8a elementor-widget elementor-widget-heading\" data-id=\"ad3fb8a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Die Kompetenzen von Data Scientists<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0582fd elementor-widget elementor-widget-text-editor\" data-id=\"e0582fd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400\">Data Scientists sind sowohl <\/span><b>Mathematiker<\/b><span style=\"font-weight: 400\">\/<\/span><b>Mathematikerinnen<\/b><span style=\"font-weight: 400\"> als auch <\/span><b>Computerexperte<\/b><span style=\"font-weight: 400\">\/<\/span><b>Computerexpertinnen<\/b><span style=\"font-weight: 400\">. Um Daten zu analysieren, verwenden sie verschiedene <\/span><b>Programmiersprachen<\/b><span style=\"font-weight: 400\"> wie <a href=\"https:\/\/www.python.org\/\">Python<\/a> <\/span><span style=\"font-weight: 400\">und R.<\/span><\/p><p><span style=\"font-weight: 400\">Data Scientists kennen sich auch in <\/span><b>Statistik<\/b><span style=\"font-weight: 400\"> aus. Im Gegensatz zu Data Analysts nutzen Data Scientists f\u00fcr die Datenanalyse auch Techniken der<\/span><b> k\u00fcnstlichen Intelligenz<\/b><span style=\"font-weight: 400\"> wie <\/span><b>Machine Learning, Deep Learning und Textanalyse<\/b><span style=\"font-weight: 400\">.<\/span><\/p><p><span style=\"font-weight: 400\">Data Scientists m\u00fcssen auch wissen, wie sie mit Datenbanken und anderen L\u00f6sungen zur Speicherung von Informationen wie <\/span><b>Data Warehouses <\/b><span style=\"font-weight: 400\">oder<\/span><b> Data Lakes<\/b> <b>interagieren m\u00fcssen<\/b><span style=\"font-weight: 400\">. Im Zeitalter der Data Cloud kennen sie sich auch mit den wichtigsten Plattformen wie <\/span><b>AWS, Microsoft Azure oder Google Cloud <\/b><span style=\"font-weight: 400\">aus.<\/span><\/p><p><span style=\"font-weight: 400\">Data Scientists sind auch in der Lage, <\/span><b>Programme zu erstellen<\/b><span style=\"font-weight: 400\">, mit denen sich die h\u00e4ufigsten wiederkehrenden Aufgaben automatisieren lassen. Dar\u00fcber hinaus <\/span><b>k\u00f6nnen sie Probleme und Trends erkennen<\/b><span style=\"font-weight: 400\">.<\/span><\/p><p><span style=\"font-weight: 400\">Um die Ergebnisse ihrer Analysen mit anderen Mitarbeitenden des Unternehmens teilen zu k\u00f6nnen, m\u00fcssen sie auch <\/span><b>kommunikations<\/b><span style=\"font-weight: 400\">&#8211; und <\/span><b>teamf\u00e4hig<\/b><span style=\"font-weight: 400\"> sein. Die Techniken der <\/span><b>\u201eData Visualization\u201c<\/b><span style=\"font-weight: 400\"> erm\u00f6glichen es ihnen, ihre Erkenntnisse grafisch darzustellen.<\/span><\/p><p><span style=\"font-weight: 400\">Vergiss bitte nicht, dass<\/span><b> jedes Unternehmen<\/b><span style=\"font-weight: 400\"> den Data Scientists<\/span><b> unterschiedliche Aufgaben<\/b><span style=\"font-weight: 400\"> zuweist. In einigen F\u00e4llen werden Data Scientists von <\/span><b>Data Analysts und Data Engineers<\/b><span style=\"font-weight: 400\"> unterst\u00fctzt. In anderen F\u00e4llen m\u00fcssen sie alles <\/span><b>alleine<\/b><span style=\"font-weight: 400\"> machen und modernste Techniken wie Machine Learning beherrschen.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6615fa4 e-flex e-con-boxed e-con\" data-id=\"6615fa4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-08500bd elementor-widget elementor-widget-heading\" data-id=\"08500bd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Tools<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b6b10a elementor-widget elementor-widget-text-editor\" data-id=\"1b6b10a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400\">Data Scientists sind gl\u00fccklich, denn sie brauchen nicht sehr viele Werkzeuge, um ihre Aufgaben zu erledigen. <\/span><b>Das wichtigste Tool <\/b><span style=\"font-weight: 400\">bleibt der Code. Data Scientists m\u00f6gen Programmiersprachen wie Python oder R, die \u00fcber Bibliotheken verf\u00fcgen, mit denen man so gut wie alles machen kann.<\/span><\/p><p><b>Sie bearbeiten ihren Code auf Jupyter-Notebooks<\/b><span style=\"font-weight: 400\"> oder auf anderen Python-Entwicklungsumgebungen (IDE, engl. <\/span><i><span style=\"font-weight: 400\">integrated development environment<\/span><\/i><span style=\"font-weight: 400\">) wie Pycharm. Einige unverzichtbare Python-Bibliotheken solltest Du kennen: <\/span><b>Matplotlib und Seaborn f\u00fcr die Data-Visualisierung, Pandas und Numpy f\u00fcr die Datenverwaltung und Vorverarbeitung und Scikit-learn f\u00fcr die Implementierung von Machine-Learning-Methoden. <\/b><span style=\"font-weight: 400\">Die Erfahrensten werden mit Tensorflow und Pytorch arbeiten, um Deep-Learning-Modelle zu implementieren.<\/span><\/p><p><span style=\"font-weight: 400\">Data Scientists k\u00f6nnen generell mit diesen Werkzeugen arbeiten. Wenn sie jedoch mit <\/span><b>gro\u00dfen Datenmengen <\/b><span style=\"font-weight: 400\">oder zeitaufwendigen Berechnungen arbeiten m\u00fcssen, gibt es einige Werkzeuge, die sie kennen sollten. Die Bekanntesten sind unter anderem <\/span><b>AWS-Dienste wie Athena<\/b><span style=\"font-weight: 400\"> f\u00fcr SQL-Abfragen, <\/span><b>S3 f\u00fcr die Datenspeicherung<\/b><span style=\"font-weight: 400\"> und <\/span><b>EC2 f\u00fcr die Bereitstellung<\/b><span style=\"font-weight: 400\"> von mehr oder weniger leistungsf\u00e4higen <\/span><b>virtuellen<\/b> <b>Maschinen<\/b><span style=\"font-weight: 400\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-726b2c9 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"726b2c9\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/de\/weiterbildung-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Data Scientist in 11 Wochen werden<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\/*! elementor &#8211; v3.10.1 &#8211; 17-01-2023 *\/ .elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]&gt;a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px} Entdecke alles, was Du \u00fcber den Job eines\/einer Data Scientist wissen musst: Rolle, Zust\u00e4ndigkeitsbereiche, F\u00e4higkeiten, Gehalt, vorhandene Ausbildungen&#8230; Mit dem Aufkommen von Big Data verf\u00fcgen Unternehmen heute \u00fcber ein riesiges Datenvolumen. Um sie zu analysieren, ihnen Bedeutung zu verleihen und verwertbare [&hellip;]<\/p>\n","protected":false},"author":47,"featured_media":173425,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2413],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Scientist: Was das ist und wie sein Berufsalltag aussieht<\/title>\n<meta name=\"description\" content=\"Entdecke alles, was Du \u00fcber den Job eines Data Scientist wissen musst: Aufgaben, Zust\u00e4ndigkeitsbereiche, F\u00e4higkeiten, Gehalt, m\u00f6gliche Bildungswege\u2026\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/de\/data-scientist-berufsbild\" 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