{"id":168001,"date":"2023-05-05T17:20:16","date_gmt":"2023-05-05T16:20:16","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=168001"},"modified":"2024-06-09T15:08:27","modified_gmt":"2024-06-09T14:08:27","slug":"machine-learning-engineer-all-about-the-job","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/machine-learning-engineer-all-about-the-job","title":{"rendered":"Machine Learning Engineer : All you need to know about this job"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"168001\" class=\"elementor elementor-168001\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63a98a8 e-flex e-con-boxed e-con\" data-id=\"63a98a8\" 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-1aa761f elementor-widget elementor-widget-heading\" data-id=\"1aa761f\" 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\">Still unknown, the job of Machine Learning Engineer is more and more sought after in companies. Find out everything you need to know about this profession, halfway between the Data Scientist and the Software Engineer...\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-987cb78 elementor-widget elementor-widget-text-editor\" data-id=\"987cb78\" 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>According to the &#8220;Jobs and AI Anxiety&#8221; report, 30% of CEO are already using artificial intelligence and Machine Learning. Moreover, 53% of them plan to adopt these tools in the next three to five years.<\/p><p>AI is permeating all sectors and is one of the must-have technologies of this century. However, to exploit these revolutionary tools, it is necessary to call upon highly qualified experts. The Machine Learning Engineer, or ML Engineer, is one of these specialists.<\/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-4908df2 e-flex e-con-boxed e-con\" data-id=\"4908df2\" 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-e9a8a5c elementor-widget elementor-widget-heading\" data-id=\"e9a8a5c\" 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\">What is a Machine Learning Engineer?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea1b55f elementor-widget elementor-widget-text-editor\" data-id=\"ea1b55f\" 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;\">The job of a Machine Learning Engineer is similar to that of a <\/span><a href=\"https:\/\/datascientest.com\/en\/data-scientist-course\"><b>Data Scientist<\/b><\/a><span style=\"font-weight: 400;\">. Both work with large volumes of data, have strong data management skills, and can perform complex modeling on <\/span><b>dynamic data sets<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">However, the similarities end there. While Data Scientists produce reports and graphs to present the results of their data analysis, Machine Learning Engineers design <\/span><b>&#8220;self-running&#8221; software<\/b><span style=\"font-weight: 400;\"> to automate predictive models.<\/span><\/p><p><span style=\"font-weight: 400;\">Each time the software operates, it uses the results to perform future operations with ever-increasing accuracy. The machine &#8220;learns&#8221;, which is why it is called<\/span><a href=\"https:\/\/datascientest.com\/en\/machine-learning-what-is-it-and-why-does-it-change-the-world\"><b> Machine Learning<\/b><\/a><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Among the best-known examples are the<\/span><b> recommendation algorithms<\/b><span style=\"font-weight: 400;\"> of Netflix, Amazon, and Spotify. Each time a user watches a video, searches for a product or listens to music, the <\/span><b>algorithm feeds on the data<\/b><span style=\"font-weight: 400;\">. Its recommendations become more and more precise, without the need for human intervention. The role of the Machine Learning Engineer is to develop such algorithms.<\/span><\/p><p><span style=\"font-weight: 400;\">To put it simply, the job of a Machine Learning Engineer is a <\/span><b>mix between a Data Scientist and a Software Engineer<\/b><span style=\"font-weight: 400;\">. In large companies, the ML Engineer frees the Data Scientists from engineering tasks so that they can focus on mathematical modeling and tasks requiring real scientific expertise.<\/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-30801f4 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"30801f4\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=yN7ypxC7838&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.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-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-66b41f2 e-flex e-con-boxed e-con\" data-id=\"66b41f2\" 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-a6afd74 elementor-widget elementor-widget-heading\" data-id=\"a6afd74\" 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\">What is Machine Learning Engineering?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1aa1e1b elementor-widget elementor-widget-text-editor\" data-id=\"1aa1e1b\" 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;\">To fully understand the role of the Machine Learning Engineer, it is important to understand what Machine Learning Engineering is. It is the <\/span><b>use of principles<\/b><span style=\"font-weight: 400;\"> from software engineering in combination with data analysis and data science methods to create <\/span><b>Machine Learning models<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">For example, an ML engineer working for YouTube is responsible for developing the platform&#8217;s <\/span><b>recommendation algorithm<\/b><span style=\"font-weight: 400;\">. He will then have to develop a pipeline and integrate it into YouTube so that the end user can benefit from relevant recommendations.<\/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-f6109f6 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"f6109f6\" 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\/en\/machine-learning-engineer-course\">\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\">Learn to master Machine Learning models<\/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-caa378a e-flex e-con-boxed e-con\" data-id=\"caa378a\" 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-4736916 elementor-widget elementor-widget-heading\" data-id=\"4736916\" 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\">Why are Machine Learning Engineers so sought after?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39c9f56 elementor-widget elementor-widget-text-editor\" data-id=\"39c9f56\" 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;\">With the rise of technologies such as the <\/span><b>Internet of Things<\/b><span style=\"font-weight: 400;\">, social networks, and the mobile internet, companies in all sectors are now flooded with data. This information is a valuable resource, as its analysis allows us to make better decisions or to<\/span><b> better understand the consumer<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">However, to analyze such large volumes of data, often unstructured, it is necessary to use Machine Learning. Depending on the nature of the data, ML can be applied in different ways.<\/span><\/p><p><span style=\"font-weight: 400;\">The algorithms allow for example the recognition of images and speech. This allows the content of images to be <\/span><b>analyzed automatically<\/b><span style=\"font-weight: 400;\"> and labels to be assigned. Similarly, audio speech can be converted into text using speech-to-text. Unstructured data can thus be transformed into usable information.<\/span><\/p><p><span style=\"font-weight: 400;\">Machine Learning also allows connections and associations to be made between data. This can be very useful to decipher <\/span><b>consumer expectations<\/b><span style=\"font-weight: 400;\">. For example, a ML model can predict that a customer who bought product A will like product X. This makes it possible for e-commerce companies to recommend products to their customers based on their previous purchases.<\/span><\/p><p><span style=\"font-weight: 400;\">In addition, Machine Learning is being used in finance to <\/span><b>predict risk<\/b><span style=\"font-weight: 400;\"> and <\/span><b>prevent fraud<\/b><span style=\"font-weight: 400;\"> by detecting it in real-time. Vast volumes of historical data can be analyzed to make predictions, determine the <\/span><b>potential of an investment<\/b><span style=\"font-weight: 400;\"> or anticipate a default.<\/span><\/p><p><span style=\"font-weight: 400;\">As you can see, Machine Learning is very useful in a wide variety of fields. That&#8217;s why ML Engineers are highly sought after in all industries&#8230;<\/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-08d94c4 e-flex e-con-boxed e-con\" data-id=\"08d94c4\" 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-2fbd542 elementor-widget elementor-widget-heading\" data-id=\"2fbd542\" 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\">What are the expected skills for such a position?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a117690 elementor-widget elementor-widget-text-editor\" data-id=\"a117690\" 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;\">The job of Machine Learning Engineer appeared very recently. That is why there is no clear and precise definition of this profession yet.<\/span><\/p><p><span style=\"font-weight: 400;\">From one job offer to another, the expected skills can vary greatly. Generally speaking, companies are looking for a profile that <\/span><b>combines the skills of a data scientist<\/b><span style=\"font-weight: 400;\"> and those of a programmer.<\/span><\/p><p><span style=\"font-weight: 400;\">Conversely, programmers with strong Data Science skills can also become Machine Learning engineers. However, it will be necessary to <\/span><b>work in the data domain<\/b><span style=\"font-weight: 400;\"> beforehand.<\/span><\/p><p><span style=\"font-weight: 400;\">Most of the time, an ML Engineer needs to have an advanced degree in computer science, mathematics, statistics, or any other related discipline.<\/span><b> Mathematical concepts<\/b><span style=\"font-weight: 400;\"> such as linear algebra, Bayesian statistics, or group theory must be mastered.<\/span><\/p><p><span style=\"font-weight: 400;\">This expert must also have skills in data modeling and data architecture. He or she must also master the programming languages <\/span><strong><a href=\"https:\/\/datascientest.com\/en\/python-or-r-which-to-choose\">Python, R<\/a><\/strong><span style=\"font-weight: 400;\">, and Java, and handle the most popular <\/span><b>Machine Learning frameworks<\/b><span style=\"font-weight: 400;\"> such as <\/span><strong><a href=\"https:\/\/datascientest.com\/en\/tensor-flow-all-about-googles-machine-learning-framework\">TensorFlow<\/a><\/strong><span style=\"font-weight: 400;\"> or Keras. Big Data platforms, such as <\/span><strong><a href=\"https:\/\/datascientest.com\/en\/hadoop-what-is-it\">Hadoop<\/a><\/strong><span style=\"font-weight: 400;\">, hold no secrets for him.<\/span><\/p><p><span style=\"font-weight: 400;\">The Machine Learning engineer also has experience in an <\/span><b>Agile environment<\/b><span style=\"font-weight: 400;\">. Finally, he or she has a talent for written and verbal communication, to be able to collaborate with other employees from different departments of the company.<\/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-de8be00 e-flex e-con-boxed e-con\" data-id=\"de8be00\" 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-e917ec4 elementor-widget elementor-widget-heading\" data-id=\"e917ec4\" 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\">What is the salary of a Machine Learning Engineer?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9577cd4 elementor-widget elementor-widget-text-editor\" data-id=\"9577cd4\" 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;\">Again, it is difficult to determine the average salary of a Machine Learning Engineer due to the recent nature of this profession. According to Glassdoor, the average <\/span><b>annual salary is $114,000<\/b><span style=\"font-weight: 400;\"> in the United States.<\/span><\/p><p><span style=\"font-weight: 400;\">This job is at the crossroads between the roles of Data Scientist and Software Engineer. By way of comparison, according to Glassdoor, a <\/span><b>Data Scientist in France<\/b><span style=\"font-weight: 400;\"> earns an average of $49,650\u00a0 per year. A <\/span><b>software engineer<\/b><span style=\"font-weight: 400;\">, on the other hand, can expect to earn $42,865 per year.<\/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-97d211b elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"97d211b\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=Az12YfF_bmI&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-a918cc9 e-flex e-con-boxed e-con\" data-id=\"a918cc9\" 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-897b825 elementor-widget elementor-widget-heading\" data-id=\"897b825\" 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\">How do I get to be a Machine Learning Engineer?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccb7edd elementor-widget elementor-widget-text-editor\" data-id=\"ccb7edd\" 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;\">To become a Machine Learning Engineer, it is recommended to start a real project to gain experience. For example, it is possible to <\/span><b>retrieve a model <\/b><span style=\"font-weight: 400;\">from a platform like <\/span><a href=\"https:\/\/datascientest.com\/en\/kaggle-all-about-this-platform\"><b>Kaggle<\/b><\/a><span style=\"font-weight: 400;\"> and turn it into a full application.<\/span><\/p><p><span style=\"font-weight: 400;\">In the process, you will be asked to <\/span><b>perform most of the tasks<\/b><span style=\"font-weight: 400;\"> that make up the daily life of a professional. A project like this will greatly enhance your resume and will make it easy for you to find work by demonstrating that you have the <\/span><b>skills required<\/b><span style=\"font-weight: 400;\"> for the job.<\/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-39af891 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"39af891\" 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\/en\/machine-learning-engineer-course\">\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\">Learn to master Machine Learning models<\/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-56c2bff e-flex e-con-boxed e-con\" data-id=\"56c2bff\" 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-094385e elementor-widget elementor-widget-html\" data-id=\"094385e\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"What is a Machine Learning Engineer?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"The job of a Machine Learning Engineer is similar to that of a Data Scientist. Both work with large volumes of data, have strong data management skills, and can perform complex modeling on dynamic data sets. However, the similarities end there. While Data Scientists produce reports and graphs to present the results of their data analysis, Machine Learning Engineers design \\\"self-running\\\" software to automate predictive models.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"What is Machine Learning Engineering?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"To fully understand the role of the Machine Learning Engineer, it is important to understand what Machine Learning Engineering is. It is the use of principles from software engineering in combination with data analysis and data science methods to create Machine Learning models. For example, an ML engineer working for YouTube is responsible for developing the platform's recommendation algorithm. He will then have to develop a pipeline and integrate it into YouTube so that the end user can benefit from relevant recommendations.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"What are the expected skills for such a position?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"The job of Machine Learning Engineer appeared very recently. That is why there is no clear and precise definition of this profession yet. From one job offer to another, the expected skills can vary greatly. Generally speaking, companies are looking for a profile that combines the skills of a data scientist and those of a programmer. Conversely, programmers with strong Data Science skills can also become Machine Learning engineers. However, it will be necessary to work in the data domain beforehand.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\r\n\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>Still unknown, the job of Machine Learning Engineer is more and more sought after in companies. Find out everything you need to know about this profession, halfway between the Data Scientist and the Software Engineer&#8230; According to the &#8220;Jobs and AI Anxiety&#8221; report, 30% of CEO are already using artificial intelligence and Machine Learning. Moreover, [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":168004,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2425],"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>Machine Learning Engineer : All you need to know about this job<\/title>\n<meta name=\"description\" content=\"Still unknown, the job of Machine Learning Engineer is more and more sought after in companies. 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