{"id":1231,"date":"2020-03-09T11:43:00","date_gmt":"2020-03-09T10:43:00","guid":{"rendered":"https:\/\/elementapp.ai\/blog\/?p=1231"},"modified":"2021-06-20T16:06:08","modified_gmt":"2021-06-20T14:06:08","slug":"birth-of-artificial-intelligence-in-element-ats","status":"publish","type":"post","link":"https:\/\/elementapp.ai\/blog\/birth-of-artificial-intelligence-in-element-ats\/","title":{"rendered":"AI in recruitment. Birth of artificial intelligence in Element ATS"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1231\" class=\"elementor elementor-1231\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d070388 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d070388\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e4877c5\" data-id=\"5e4877c5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2037f754 elementor-widget-divider--view-line_icon elementor-view-default elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider\" data-id=\"2037f754\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon elementor-divider__element\">\n\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-bookmark\"><\/i><\/div>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-36bd1454 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"36bd1454\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-41ee13f5\" data-id=\"41ee13f5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63fcb83a elementor-widget elementor-widget-heading\" data-id=\"63fcb83a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AI in recruitment. Birth of artificial intelligence in Element ATS<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-31544a73 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"31544a73\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-717ac52\" data-id=\"717ac52\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a7fb0c6 elementor-widget elementor-widget-text-editor\" data-id=\"5a7fb0c6\" data-element_type=\"widget\" data-e-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\t\t<p><strong>There<\/strong><b> is increasing talk of <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/en.wikipedia.org\/wiki\/Artificial_intelligence\" rel=\"nofollow\">artificial intelligence<\/a><\/span> in the recruitment industry and <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/eng\/ats-all-you-need-to-know\" target=\"_blank\" rel=\"noopener\">ATS<\/a><\/span>. Much is being said about the risks and opportunities of this technology. Little is being said about what artificial intelligence is and how does it function in applicant tracking systems.<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70198ed elementor-widget elementor-widget-heading\" data-id=\"70198ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Artificial intelligence in the ATS system - goals and benefits<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6fa71c elementor-widget elementor-widget-text-editor\" data-id=\"c6fa71c\" data-element_type=\"widget\" data-e-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\t\t<p>One of the basic applications of artificial intelligence in <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/eng\" target=\"_blank\" rel=\"noopener\">Element ATS<\/a><\/span> is to support recruitment processes by automating time-consuming and costly activities that make up the entire recruitment process. There three goals that we have for artificial intelligence, which we develop in Element recruitment system:<\/p><ul><li>Parsing CVs<\/li><li>Matching candidates to jobs<\/li><li>Requesting candidates for additional information, which is missing in their CVs<\/li><\/ul><p>In the <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/blog\/artificial-intelligence-at-the-heart-of-the-candidate-base\/\">previous blog post<\/a><\/span>, we discussed how artificial intelligence allows us to parse CVs and how this technology is revolutionizing the way we work with large databases of candidates. This article will tell you how we developed our AI and how we are teaching it to parse more complicated CVs.<\/p><p>As mentioned above, in our last <a href=\"https:\/\/elementapp.ai\/blog\/artificial-intelligence-at-the-heart-of-the-candidate-base\/\"><span style=\"color: #0000ff;\">blog post<\/span><\/a>, we have explained how CV parsing works. In a nutshell, it comprises reading CV&#8217;s content and deciding which part is the first name, last name, job position, employment start and end dates, university degree, ability, etc.<\/p><p>But how artificial intelligence is supposed to know the meaning behind words and numbers present in the document? How AI knows that &#8220;John&#8221; is a name, and &#8220;Java Developer&#8221; is a job position?<\/p><p>We have to teach it. How does one teach artificial intelligence? It is more or less the same process as teaching a child how to read. But before we started teaching it, we first had to plan our child and then give birth to it.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5aca71a elementor-widget elementor-widget-heading\" data-id=\"5aca71a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Building foundations for AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1136d7f elementor-widget elementor-widget-text-editor\" data-id=\"1136d7f\" data-element_type=\"widget\" data-e-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\t\t<p>The first and fundamental challenge we faced many months ago was that artificial intelligence in the <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/eng\/ats-all-you-need-to-know\" target=\"_blank\" rel=\"noopener\">applicant tracking system<\/a> <\/span>is a new and not very well-developed trend. We didn&#8217;t have too many sources of knowledge or data resources to use. So we have started almost from scratch.<\/p><p>In the first place, we found a dozen scientific papers that concerned applying artificial intelligence to the analysis of text and CV content. After analyzing all the sources of knowledge available to us, however, we decided that the best solution would be to take all the best of the current knowledge, add our ideas and create an entirely new solution. After many days of analyses and plans, we made the necessary decisions related to preparing infrastructure and neural networks on which we will base our artificial intelligence. Next, we just needed the data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-781e9df elementor-widget elementor-widget-heading\" data-id=\"781e9df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">It's all about the data - development of artificial intelligence in ATS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb3c296 elementor-widget elementor-widget-text-editor\" data-id=\"cb3c296\" data-element_type=\"widget\" data-e-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\t\t<p>As I mentioned, the development of artificial intelligence is like teaching a child. In both cases, teaching is a long-term process. In the case of artificial intelligence, the purpose of which is to parse CVs, teaching consists of providing a large number (counted in thousands) of specially prepared CVs. These specially prepared CVs are documents, created in a separate module of <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">Element ATS<\/a><\/span>, in which we tag individual parts of the content, and then assign appropriate meaning to these parts. This process of preparing CV goes like this: we read the content of the CV. When we come across the word Maciej, I tag this word as a name. If I find a date, then I tag this date as, e.g., starting a specific position in a particular company. This way, we go through the entire CV and tag each phrase in it. The process is very similar to completing a Linkedin profile.<\/p><p>It may seem simple at first sight. In fact, it is full of traps, ambiguities, and the need to make compromises. One of the permanent elements of the development of artificial intelligence in <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">Element ATS<\/a><\/span> are regular sessions during which we analyze the progress of work. During these sessions, we also try to solve problematic situations related to data tagging. Here are some examples:<\/p><ul><li>Does the phrase &#8220;2017 &#8211; Coca Cola&#8221; found in the CV mean that the candidate worked for this company only in 2017?<\/li><li>If the candidate wrote that he works as &#8220;Freelancer for Coca Cola&#8221;, should our artificial intelligence assume that the place of employment is Freelancer or Coca Cola?<\/li><li>If the candidate has given the &#8220;Chemistry Technician&#8221; in his education, then what was his major?<\/li><li>What if the candidate&#8217;s skill level is described with stars? Should AI count and interpret the stars?<\/li><li>What is the level of language skills according to the <a href=\"https:\/\/www.cambridgeenglish.org\/exams-and-tests\/cefr\/\" rel=\"nofollow\">CEFR<\/a> standard (from A1 to C2) if the resume states &#8220;English &#8211; understanding very good, writing good&#8221;?<\/li><\/ul><p>The more CVs, the more such questions we need to answer. Human creativity is limitless, and it is impossible to create a single algorithm that will correctly parse every type of CV. This is why artificial intelligence is used to solve such difficult problems. But to teach AI to cope with the limitless diversity of human creativity, we need to provide it with many thousands of carefully prepared examples. These examples are meant to show AI how human intelligence solves such problems.<\/p><p>How does artificial intelligence learn from these examples? Well, for AI this is just a matter of statistics. If the algorithm receives 10,000 examples, in which two words in the first two lines of the document will be tagged as first and last name, then in document number 10,001 it will find a similar pair of words on its own and correctly indicate which of them is the first and which is the last name. It is important to understand that this is not a matter of simply &#8220;remembering&#8221; the first and last names. Artificial intelligence does not remember the meanings of words, but each time it decides on the meaning of a word, assessing the context of its use and its location throughout the document.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6fbc37 elementor-widget elementor-widget-heading\" data-id=\"f6fbc37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">What is the future Artificial intelligence in ATS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd068a6 elementor-widget elementor-widget-text-editor\" data-id=\"cd068a6\" data-element_type=\"widget\" data-e-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\t\t<p>It will probably take many years, maybe decades, before anyone creates artificial intelligence that can flawlessly interpret CVs. Human creativity is limitless; new concepts and words appear; old ones change their meanings over time. Just as a person is not able to solve every problem, neither will artificial intelligence. However, we do not expect perfection. One of the primary goals of AI in our recruitment system is to automate simple but time-consuming and costly processes such as CV parsing. Every part of the CV content that has been correctly interpreted by <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/eng\" target=\"_blank\" rel=\"noopener\">Element ATS<\/a><\/span> saves recruiters valuable seconds of work. These seconds are what we fight for. From these seconds, we build the minutes, which we then convert into hours of cost savings.<\/p><p>Thanks to <a href=\"http:\/\/bit.ly\/2IyecwR\" rel=\"nofollow\">Tomasz Horecki<\/a> and <a href=\"http:\/\/bit.ly\/331TJKe\" rel=\"nofollow\">DataLabeling,<\/a> a team specializing in data notation, a necessary process for the development of artificial intelligence algorithms.<\/p><p>Related posts:<\/p><ul><li><a href=\"https:\/\/elementapp.ai\/blog\/artificial-intelligence-at-the-heart-of-the-candidate-base\/\">Artificial intelligence at the heart of the candidate database<\/a><\/li><li><a href=\"https:\/\/elementapp.ai\/blog\/artificial-intelligence-in-recruitment-recognizes-photos-and-reads-emotions\/\">Artificial intelligence recognizes photos and emotions<\/a><\/li><li><a href=\"https:\/\/elementapp.ai\/blog\/will-artificial-intelligence-recruit-better\/\">Let a man recruit me<\/a><br \/><a href=\"https:\/\/elementapp.ai\/blog\/learn-about-element-recruitment-system-technology-2\/\">Artificial Intelligence in Estonia<\/a><\/li><\/ul><p><strong>You are welcome to<\/strong>:<\/p><ul><li><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/eng\/#schedule-demo\" target=\"_blank\" rel=\"noopener\">Schedule<\/a><\/span> a live demo of <span style=\"color: #0000ff;\"><span style=\"color: #000000;\">our<\/span><\/span><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/#sprawdz-demo\"> ATS<\/a><\/span><strong>, <\/strong>and start recruiting easily effectively!<\/li><li>Read other posts:<ul><li><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/blog\/linkedin-new-invites-limit-is-there-any-workaround\/\" target=\"_blank\" rel=\"noopener\">New limit for Linkedin invites &#8211; is there a workaround?<\/a><\/span><\/li><li><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/blog\/elements-recruitment-pipeline-view-redesigned\/\" target=\"_blank\" rel=\"noopener\">Element&#8217;s new candidate pipeline view<\/a>!<\/span><\/li><li><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/blog\/future-of-hr-jobs\/\">The future of HR Jobs &#8211; Harvard Business Review report<\/a><\/span><\/li><li><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/elementapp.ai\/blog\/eyetracking-recruitment-interview\/\">Eyetracking in recruitment &#8211; where science meets HR<\/a><\/span><\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c4e87c1 elementor-author-box--image-valign-middle elementor-author-box--layout-image-left elementor-widget elementor-widget-author-box\" data-id=\"1c4e87c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/maciejmichalewski\/\" class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2020\/01\/profile-photo.jpg\" alt=\"Picture of Maciej Michalewski\" loading=\"lazy\">\n\t\t\t\t<\/a>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/maciejmichalewski\/\">\n\t\t\t\t\t\t<h3 class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\tMaciej Michalewski\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t<\/a>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\t<p>CEO @ Element. Recruitment Automation Software.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-109f924 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"109f924\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0bf5f0f\" data-id=\"0bf5f0f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a784fa0 elementor-widget elementor-widget-heading\" data-id=\"a784fa0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Recent posts:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2753af elementor-grid-1 elementor-grid-tablet-1 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"d2753af\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;1&quot;,&quot;classic_columns_tablet&quot;:&quot;1&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:26,&quot;sizes&quot;:[]},&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-14150 post type-post status-publish format-standard has-post-thumbnail hentry category-english-posts\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/elementapp.ai\/blog\/the-great-reorg-companies-rebuilding-around-ai\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"164\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-great-reorg-en-300x164.jpg\" class=\"attachment-medium size-medium wp-image-14148\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-great-reorg-en-300x164.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-great-reorg-en-768x419.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-great-reorg-en-1536x837.jpg 1536w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-great-reorg-en.jpg 1600w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/elementapp.ai\/blog\/the-great-reorg-companies-rebuilding-around-ai\/\" >\n\t\t\t\tThe Great Reorg: companies are rebuilding around AI\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Foundation Capital interviewed 25 companies and found that AI is not just speeding up work \u2014 it is forcing organizations to rebuild from the ground up around four human roles.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/the-great-reorg-companies-rebuilding-around-ai\/\" aria-label=\"Read more about The Great Reorg: companies are rebuilding around AI\" tabindex=\"-1\" >\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-14146 post type-post status-publish format-standard has-post-thumbnail hentry category-english-posts\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/elementapp.ai\/blog\/gallup-2026-employee-engagement-managers-ai\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"164\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-gallup-2026-en-300x164.jpg\" class=\"attachment-medium size-medium wp-image-14144\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-gallup-2026-en-300x164.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-gallup-2026-en-768x419.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-gallup-2026-en-1536x837.jpg 1536w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/04\/hero-gallup-2026-en.jpg 1600w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/elementapp.ai\/blog\/gallup-2026-employee-engagement-managers-ai\/\" >\n\t\t\t\tGallup 2026: the workplace is cracking and managers lose drive faster than the rest\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Gallup State of the Global Workplace 2026: engagement fell to 20%, managers lose drive faster than their teams, and the AI paradox is clear: personal productivity rises, organizational does not.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/gallup-2026-employee-engagement-managers-ai\/\" aria-label=\"Read more about Gallup 2026: the workplace is cracking and managers lose drive faster than the rest\" tabindex=\"-1\" >\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-14098 post type-post status-publish format-standard has-post-thumbnail hentry category-english-posts\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/elementapp.ai\/blog\/physical-intelligence-automating-physical-work\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_physical_ai_en-300x158.jpg\" class=\"attachment-medium size-medium wp-image-14097\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_physical_ai_en-300x158.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_physical_ai_en-768x403.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_physical_ai_en.jpg 1200w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/elementapp.ai\/blog\/physical-intelligence-automating-physical-work\/\" >\n\t\t\t\tA Polish-founded robot that drives screws faster than humans\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>A Polish-founded robot that drives screws faster than humans When people think about automation, they usually picture chatbots, image generators, and coding assistants. Meanwhile, AI<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/physical-intelligence-automating-physical-work\/\" aria-label=\"Read more about A Polish-founded robot that drives screws faster than humans\" tabindex=\"-1\" >\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-14083 post type-post status-publish format-standard has-post-thumbnail hentry category-english-posts\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/elementapp.ai\/blog\/people-prefer-ai-poetry-over-shakespeare\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_ai_poetry_en-300x158.jpg\" class=\"attachment-medium size-medium wp-image-14092\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_ai_poetry_en-300x158.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_ai_poetry_en-768x403.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_ai_poetry_en.jpg 1200w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/elementapp.ai\/blog\/people-prefer-ai-poetry-over-shakespeare\/\" >\n\t\t\t\tPeople prefer AI poetry over Shakespeare\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>A study published in Scientific Reports (Nature) produced results that should interest anyone who thinks human creativity is easy to tell apart from machine output.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/people-prefer-ai-poetry-over-shakespeare\/\" aria-label=\"Read more about People prefer AI poetry over Shakespeare\" tabindex=\"-1\" >\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-14078 post type-post status-publish format-standard has-post-thumbnail hentry category-english-posts\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/elementapp.ai\/blog\/tools-monitoring-ai-impact-on-job-market\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_ai_job_tools-300x158.jpg\" class=\"attachment-medium size-medium wp-image-14073\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_ai_job_tools-300x158.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_ai_job_tools-768x403.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero_ai_job_tools.jpg 1200w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/elementapp.ai\/blog\/tools-monitoring-ai-impact-on-job-market\/\" >\n\t\t\t\tThree tools that measure AI&#8217;s impact on the job market\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>The debate about AI&#8217;s impact on the job market has been going on for years, but it only recently moved past the &#8220;experts predict&#8221; stage.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/tools-monitoring-ai-impact-on-job-market\/\" aria-label=\"Read more about Three tools that measure AI&#8217;s impact on the job market\" tabindex=\"-1\" >\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-14057 post type-post status-publish format-standard has-post-thumbnail hentry category-english-posts\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/elementapp.ai\/blog\/poland-job-market-february-2026-grant-thornton-report\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero-gt-feb-2026-en-300x158.jpg\" class=\"attachment-medium size-medium wp-image-14056\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero-gt-feb-2026-en-300x158.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero-gt-feb-2026-en-768x403.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/03\/hero-gt-feb-2026-en.jpg 1200w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/elementapp.ai\/blog\/poland-job-market-february-2026-grant-thornton-report\/\" >\n\t\t\t\tPoland&#8217;s job market: 238,000 offers and the specter of jobless recovery\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>In February 2026, Polish employers posted 238,000 job offers \u2013 7% fewer than last year. Analysis of the Grant Thornton report and Element CEO commentary.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/poland-job-market-february-2026-grant-thornton-report\/\" aria-label=\"Read more about Poland&#8217;s job market: 238,000 offers and the specter of jobless recovery\" tabindex=\"-1\" >\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence in the recruitment industry and ATS systems. Learn how we have created AI in our recruitment system and how we teach it to parse CVs<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_focuskw":"ATS artificial intelligence","_yoast_wpseo_title":"AI in recruitment and birth of AI in Element applicant tracking system (ATS)","_yoast_wpseo_metadesc":"Artificial intelligence in the recruitment industry and ATS systems. 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Learn how we have created AI in our recruitment system and how we teach it to parse CVs\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/elementapp.ai\/blog\/birth-of-artificial-intelligence-in-element-ats\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI in recruitment. Birth of artificial intelligence in Element ATS\" \/>\n<meta property=\"og:description\" content=\"Artificial intelligence in the recruitment industry and ATS systems. 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