{"id":27959,"date":"2026-02-19T09:52:37","date_gmt":"2026-02-19T08:52:37","guid":{"rendered":"https:\/\/www.freelancermap.de\/blog\/?p=27959"},"modified":"2026-04-08T11:04:59","modified_gmt":"2026-04-08T09:04:59","slug":"was-macht-ein-machine-learning-engineer","status":"publish","type":"post","link":"https:\/\/www.freelancermap.de\/blog\/was-macht-ein-machine-learning-engineer\/","title":{"rendered":"Was macht ein Machine Learning Engineer?"},"content":{"rendered":"\n<p>Ein Machine Learning Engineer oder auch Ingenieur f\u00fcr maschinelles Lernen entwickelt, trainiert und implementiert KI-Modelle, die aus Daten lernen und eigenst\u00e4ndig Vorhersagen oder Entscheidungen treffen. Ziel ist es, Systeme zu schaffen, die Muster erkennen, Prozesse automatisieren und datenbasierte Optimierungen erm\u00f6glichen.<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">Das Wichtigste in K\u00fcrze<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Machine Learning Engineers entwickeln und betreiben KI-Modelle f\u00fcr datenbasierte Anwendungen<\/li>\n\n\n\n<li>Neben Modelltraining geh\u00f6ren Deployment, Monitoring und Optimierung zum Aufgabenbereich<\/li>\n\n\n\n<li>Gefragt sind fundierte Kenntnisse in Informatik, Mathematik und Statistik<\/li>\n\n\n\n<li>Das durchschnittliche Jahresgehalt liegt bei 57.800 Euro brutto.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Berufsbild <\/h2>\n\n\n\n<p>Machine Learning Engineers arbeiten an der <strong>Schnittstelle<\/strong> zwischen Softwareentwicklung, Data Science und k\u00fcnstlicher Intelligenz. W\u00e4hrend <a href=\"\/blog\/was-macht-ein-data-scientist\/\">Data Scientists<\/a> h\u00e4ufig explorativ analysieren, liegt der Fokus des Machine Learning Engineers auf der <strong>produktiven Umsetzung<\/strong> und Skalierung von Modellen.<\/p>\n\n\n\n<p>Mit der zunehmenden Verbreitung von<strong> Generativer KI und Large Language Models<\/strong> (LLMs) hat sich das Berufsbild erweitert. Neben klassischen Machine-Learning-Verfahren spielen Deep Learning, Natural Language Prodessing (NLP) und automatisierte Modellbereitstellung eine wichtige Rolle.<\/p>\n\n\n\n<p>Machine Learning Engineers sorgen daf\u00fcr, dass KI-Modelle nicht nur entwickelt, sondern auch stabil in IT-Systeme integriert und \u00fcberwacht werden.<\/p>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69e79fa005c8d&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69e79fa005c8d\" class=\"wp-block-image size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1600\" height=\"1421\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/img-cdn.freelancermap.de\/blog\/dach\/machine-learning-engineer-beschreibung.png\" alt=\"\u00dcberblick \u00fcber den Beruf des Machine Learning Engineers\" class=\"wp-image-69367\"\/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Vergr\u00f6\u00dfern\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">\u00dcberblick \u00fcber den Beruf des Machine Learning Engineers<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Aufgaben und T\u00e4tigkeiten<\/h2>\n\n\n\n<style>\n    .fl-button-69e79fa007545:hover {\n        background-color: #222222 !important;\n        color: #00ffc8 !important;\n    }\n<\/style>\n\n<div class=\"block-cta sm lh-base rounded-4 d-flex flex-column align-items-start\" style=\"background-color: #b1c3b7;color:#222222\">\n\n    <h4 class=\"fw-semibold\">Join the map!<\/h4>\n    <p class=\"text-start\">Werde Teil der gr\u00f6\u00dften Freelancing-Plattform im deutschsprachigen\u202fRaum.\u200b \r\n<\/p>\n    <div class=\"d-inline-block\">\n        <a href=\"\/registrieren?ref=blog-55544\" class=\"fl-button fl-button-69e79fa007545 d-inline-block\" style=\"background-color: #00ffc8;color:#222222\">Jetzt kostenlos registrieren<\/a>\n    <\/div>\n<\/div>\n\n\n<p>Machine Learning Engineers hantieren mit Big Data, also Datenstr\u00f6men und -mengen, die so gro\u00df sind, dass sie von Menschenhand nicht mehr ausgewertet werden k\u00f6nnen. Die L\u00f6sung sind <strong>maschinelle Systeme<\/strong>, die mit den Informationen umgehen. Sie k\u00f6nnen ihre Aufgabe aber nur dann korrekt ausf\u00fchren, wenn sie die Daten auf die <strong>richtige Art und Weise serviert<\/strong> bekommen.<\/p>\n\n\n\n<p>Denn eine <a href=\"\/blog\/ki-nutzung-freelancer-unverzichtbar-werden\/\">k\u00fcnstliche Intelligenz<\/a> ist im klassischen Sinn nur begrenzt intelligent. Um eine Aufgabe zufriedenstellend ausf\u00fchren zu k\u00f6nnen, muss der<strong> Machine Learning Engineer <\/strong>ihr erst zeigen, wie sie <strong>mit den Informationen umzugehen<\/strong> hat.<\/p>\n\n\n\n<p>Erst dann ist es ihr m\u00f6glich, den gewollten Prozess in einer Geschwindigkeit umzusetzen, der von einem Menschen nicht mehr durchf\u00fchrbar ist. Ist dieser Punkt jedoch erst einmal erreicht, kann die KI schnell extreme Fortschritte erzielen und zu Erkenntnissen gelangen, die f\u00fcr den Menschen ansonsten nicht zu erlangen sind.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Welche Aufgaben hat ein Machine Learning Engineer?<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Datenaufbereitung und Feature Engineering<\/li>\n\n\n\n<li>Entwicklung und Training von ML- und Deep-Learning-Modellen<\/li>\n\n\n\n<li>Evaluation und Optimierung von Modellen<\/li>\n\n\n\n<li>Deployment in produktive Umgebunden<\/li>\n\n\n\n<li>Monitoring und Performance-\u00dcberwachung<\/li>\n\n\n\n<li>Zusammenarbeit mit Data Scientists und Softwareentwicklern<\/li>\n<\/ul>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69e79fa007b9a&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69e79fa007b9a\" class=\"wp-block-image size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1600\" height=\"825\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/img-cdn.freelancermap.de\/blog\/dach\/machine-learning-engineer-aufgaben-1.png\" alt=\"Diese Aufgaben fallen f\u00fcr einen Machine Learning Engineer an\" class=\"wp-image-69368\"\/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Vergr\u00f6\u00dfern\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">  Diese Aufgaben fallen f\u00fcr einen Machine Learning Engineer an<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Anforderungen und Kompetenzen<\/h2>\n\n\n\n<p>Zu den unabdingbaren F\u00e4higkeiten, die ein Machine Learning Engineer mitbringen muss, geh\u00f6rt ein <strong>tiefgreifendes Verst\u00e4ndnis<\/strong> f\u00fcr die <strong>Funktionsweise von Datenverarbeitung<\/strong>. Dazu verf\u00fcgt er \u00fcber eine <strong>fundierte Ausbildung im Bereich Informatik<\/strong> und in der Regel \u00fcber fortgeschrittene <strong>Mathematikkenntnisse<\/strong>.<\/p>\n\n\n\n<p>Neben diesen Hard Skills sind auch Soft <a href=\"\/blog\/tech-skills-fuer-freelancer\/\">Skills<\/a>, wie hochgradige <strong>Genauigkeit <\/strong>und <strong>Zuverl\u00e4ssigkeit<\/strong>, eigenverantwortliches Arbeiten und logisches <strong>Denken<\/strong>, wichtig.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Was muss ein Machine Learning Engineer k\u00f6nnen?<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Programmierung<\/li>\n\n\n\n<li>ML-Frameworks<\/li>\n\n\n\n<li>Statistik und Mathematik<\/li>\n\n\n\n<li>Datenbanken und Datenarchitektur<\/li>\n\n\n\n<li>Cloud-Technologien<\/li>\n<\/ul>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69e79fa008250&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69e79fa008250\" class=\"wp-block-image size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1600\" height=\"825\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/img-cdn.freelancermap.de\/blog\/dach\/machine-learning-engineer-skills-1-1.png\" alt=\"Diese Skills sollte ein Machine Learning Engineer mitbringen\" class=\"wp-image-69377\"\/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Vergr\u00f6\u00dfern\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">Diese Skills sollte ein Machine Learning Engineer mitbringen<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Ausbildung und Voraussetzungen<\/h2>\n\n\n\n<p>In der Regel verf\u00fcgen Machine Learning Engineers \u00fcber ein <strong>abgeschlossenes Studium<\/strong> in Informatik, Data Science, Mathematik, Elektrotechnik oder verwandten Ingenieurwissenschaften.<\/p>\n\n\n\n<p><strong>Praktische Erfahrung<\/strong> in Softwareentwicklung, Datenanalyse oder KI-Projekten ist h\u00e4ufig entscheidender als der reine Abschluss. Zertifizierungen im <a href=\"\/blog\/was-macht-ein-cloud-entwickler\/\">Cloud<\/a>&#8211; oder KI-Bereich k\u00f6nnen zus\u00e4tzliche Qualifikationen darstellen.<\/p>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69e79fa00866f&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69e79fa00866f\" class=\"wp-block-image size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1642\" height=\"603\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/img-cdn.freelancermap.de\/blog\/dach\/machine-learning-engineer-voraussetzungen-2.png\" alt=\"Voraussetzungen, die ein Machine Learning Engineer in der Regel erf\u00fcllen muss \" class=\"wp-image-69370\"\/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Vergr\u00f6\u00dfern\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\"> Voraussetzungen, die ein Machine Learning Engineer in der Regel erf\u00fcllen muss <\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Spezialisierung<\/h2>\n\n\n\n<p>Eine <strong>Spezialisierung <\/strong>erfolgt in der noch jungen Disziplin meist<strong> nach Branchen<\/strong>. Big Data entsteht in vielerlei Zusammenh\u00e4ngen, muss jedoch je nach Anwendungsfall anders strukturiert werden. So erfordern Information zu <strong>Verkehrsinfrastruktur <\/strong>andere Herangehensweisen als <a href=\"\/blog\/was-macht-ein-big-data-analyst\/\">Big Data<\/a> im Bereich der <strong>Softwareanwendung <\/strong>bei Endkunden oder dem <strong>Einkaufsverhalten <\/strong>beim Onlineshopping.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Typische Branchen <\/h2>\n\n\n\n<p>Da die <strong>Datenverarbeitung <\/strong>und \u2013<strong>auswertung <\/strong>in einer gro\u00dfen Zahl von Branchen immer wichtiger und zum wettbewerbsentscheidenden Faktor wird, ist eine <strong>typische Branche<\/strong> f\u00fcr Machine Learning Engineer <strong>nicht <\/strong>mehr <strong>auszumachen<\/strong>. Der Marktplatz f\u00fcr Pizzalieferservices kann sein Gesch\u00e4ft mit Machine Learning und Big Data ebenso verbessern wie Finanzdienstleister, Anbieter von Kartensoftware f\u00fcr die Navigation oder auch Verkehrsunternehmen.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Gehalt<\/h2>\n\n\n\n<p>Machine Learning Engineers geh\u00f6ren zu den bestbezahlten IT-Fachkr\u00e4ften.<\/p>\n\n\n\n<p>Das Einstiegsgehalt liegt \u00fcblicherweise im Bereich von <strong>50.000 Euro brutto<\/strong> im Jahr. Das <strong>Durchschnittsgehalt <\/strong>pendelt sich bei etwa <strong>60.000 Euro<\/strong> ein und ein erfahrener Machine Learning Engineer kann um die<strong> 70.000 Euro <\/strong>verdienen.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"714\" src=\"https:\/\/img-cdn.freelancermap.de\/blog\/dach\/machine-learning-engineer-gehalt.png\" alt=\"Mit so viel Gehalt kann ein Machine Learning Engineer rechnen\" class=\"wp-image-69371\"\/><figcaption class=\"wp-element-caption\">Mit so viel Gehalt kann ein Machine Learning Engineer rechnen<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Wie viel verdient ein Machine Learning Engineer?<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Erfahrung<\/strong><\/td><td><strong>Gehalt<\/strong><\/td><\/tr><tr><td>Einstieg<\/td><td>49.600\u20ac<\/td><\/tr><tr><td>Durchschnitt<\/td><td>57.800\u20ac<\/td><\/tr><tr><td>Erfahrene<\/td><td>66.600\u20ac<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">Quelle: <a href=\"https:\/\/www.stepstone.de\/gehalt\/Machine-Learning-Engineer.html?msockid=22e16af711dc6d4913437c0110506c3d\">Stepstone<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Wie viel verdient ein selbstst\u00e4ndiger Machine Learning Engineer?<\/h3>\n\n\n\n<!--\n    Use the <style> below to style the box.\n\n    This <style> should ideally be placed inside <head><\/head>.\n      If that is not possible, keep it above the box itself.\n\n    If you use the box inside a container, that already limits the width,\n      set \"width: 100%\" inside #fm-hourly-rate-box.\n      This is necessary, if you like the box to be 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{\n.fm-rate-box {\nwidth: calc(100% - 40px);\ndisplay: block;\nmargin: 10px 20px;\n}\n.fm-date-container {\nwidth: calc(100% - 40px);\nmargin: 20px auto 0 auto;\npadding-left: 20px;\n}\n}\n\n<\/style> \n\n  \n\n<div class=\"fm-rate-box\"> \n\n    <div class=\"fm-rate-rate\"> \n\n        <span id=\"fm-hourly-rate-number\">50<\/span> <span class=\"currency\">\u20ac<\/span> \n\n    <\/div> \n\n    <p class=\"fm-rate-explain\">verlangen <b>Machine Learning Engineers<\/b> auf <a href=\"\/freelancer\">freelancermap<\/a> durchschnittlich <b>pro Stunde<\/b>.<\/p> \n\n<\/div> \n<div class=\"fm-rate-box\"> \n\n    <div class=\"fm-rate-rate\"> \n\n        <span id=\"fm-daily-rate-number\">400<\/span> <span class=\"currency\">\u20ac<\/span> \n\n    <\/div> \n\n    <p class=\"fm-rate-explain\">betr\u00e4gt der <b>Tagessatz<\/b> <nobr>hochgerechnet<\/nobr> auf einen <nobr>8-Stunden-Tag.<\/nobr><\/p> \n\n<\/div> \n    <div class=\"fm-date\"> \n\n        Stand: <span id=\"fm-date-date\"><\/span>  \n\n    <\/div>\n\n\n\n<!--\n    This <script> loads the hourly-rate, daily-rate and date from the server when the page is loaded.\n     It must be placed below the box, ideally at the end of the page (e.g. footer).\n     \n    The server will respond with a formatted number, rounded to full euros.\n-->\n<script>\n    (function(){\n        \/\/ change this\n        const searchPhrase = '\"Machine Learning Engineer\"';\n\n        \/\/ keep this in sync with the domain you are using\n        const domain = 'www.freelancermap.de';\n\n        \/\/ do not change anything below\n        fetch(`https:\/\/${domain}\/price-index\/webhook?q=${encodeURIComponent(searchPhrase)}`)\n                .then(r => r.json())\n                .then(d => {document.getElementById('fm-hourly-rate-number').innerHTML = d.hourly;\n                            document.getElementById('fm-daily-rate-number').innerHTML = d.hourly*8;\n                            document.getElementById('fm-date-date').innerHTML = (new Date()).toLocaleDateString()\n                            });\n                }())\n<\/script>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ<\/h2>\n\n\n<style>.kt-accordion-id27959_8cb543-ec .kt-accordion-inner-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:10px;}.kt-accordion-id27959_8cb543-ec .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;background:#ffffff;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kt-accordion-id27959_8cb543-ec > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:1px solid #f2f2f2;border-right:1px solid #f2f2f2;border-bottom:1px solid #f2f2f2;border-left:1px solid 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767px){.kt-accordion-id27959_8cb543-ec .kt-accordion-inner-wrap{display:block;}.kt-accordion-id27959_8cb543-ec .kt-accordion-inner-wrap .kt-accordion-pane:not(:first-child){margin-top:10px;}.kt-accordion-id27959_8cb543-ec .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;}.kt-accordion-id27959_8cb543-ec > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:1px solid #f2f2f2;border-right:1px solid #f2f2f2;border-bottom:1px solid #f2f2f2;border-left:1px solid #f2f2f2;}.kt-accordion-id27959_8cb543-ec > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id27959_8cb543-ec .kt-blocks-accordion-header:focus-visible{border-top:1px solid #00FFC8;border-right:1px solid #00FFC8;border-bottom:1px solid 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class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Worin unterscheidet sich ein Machine Learning Engineer von einen Data Scientist?<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Ein Data Scientist analysiert Daten explorativ und entwickelt Modelle zur Erkenntnisgewinnung. Der Machine Learning Engineer hingegen bringt diese Modelle in produktive Systeme, optimiert ihre Performance und sorgt f\u00fcr Stabilit\u00e4t, Skalierbarkeit und Wartbarkeit im Betrieb.<a href=\"\/blog\/was-macht-ein-elektroingenieur\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-2 kt-pane27959_66fd7c-cb\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Welche Programmiersprachen sind besonders wichtig?<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Python gilt als zentrale Sprache im Machine Learning. Erg\u00e4nzend werden h\u00e4ufig SQL f\u00fcr Datenabfragen sowie Frameworks wie TensorFlow oder PyTorch eingesetzt. In produktiven Umgebungen spielen zudem APIs und Cloud-Services eine wichtige Rolle.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-3 kt-pane27959_4b266e-eb\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Welche Rolle spielt MLQps im Berufsalltag?<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>MLOps beschreibt Prozesse zur Bereitstellung, \u00dcberwachung und Wartung von Machine-Learning-Modellen. Dazu geh\u00f6ren automatisierte Tests, Versionskontrolle, Monitoring und kontinuierliche Optimierung im laufenden Betrieb.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-4 kt-pane27959_8e9f77-93\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Ist der Beruf auch f\u00fcr Quereinsteiger geeignet?<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Ein Quereinstieg ist m\u00f6glich, erfordert jedoch fundierte Kenntnisse in Programmierung, Statistik und Datenanalyse. Praktische Projekterfahrung und ein \u00fcberzeugendes Portfolio sind entscheidend.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-5 kt-pane27959_d8fff6-c4\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Wie entwickelt sich die Nachfrage am Arbeitsmarkt?<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Die Nachfrage nach Machine Learning Engineers ist weiterhin hoch, da Unternehmen KI-Systeme produktiv einsetzen m\u00f6chten. Besonders gefragt sind Fachkr\u00e4fte mit Erfahrung in Cloud-Umgebunden, generativer KI und skalierbaren Architekturen.<\/p>\n<\/div><\/div><\/div>\n<\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Ein Machine Learning Engineer oder auch Ingenieur f\u00fcr maschinelles Lernen, ist f\u00fcr die Forschung und den Aufbau von selbstlaufenden KI-Systemen zust\u00e4ndig. Er trainiert Computer auf Basis von Datens\u00e4tzen und Erfahrungen darauf, sich zu selbst zu verbessern, anstatt f\u00fcr bestimmte Zwecke vorab programmiert zu werden.<\/p>\n","protected":false},"author":43,"featured_media":44594,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"kampagne":"","om_disable_all_campaigns":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","footnotes":""},"categories":[39,38],"tags":[24,36],"class_list":["post-27959","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-berufsbilder-uebersicht","category-lexikon","tag-digitalisierung","tag-karriere"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Was macht ein Machine Learning Engineer? 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