{"id":13680,"date":"2020-03-02T10:00:00","date_gmt":"2020-03-02T09:00:00","guid":{"rendered":"https:\/\/elementapp.ai\/blog\/?p=13680"},"modified":"2026-03-01T10:22:21","modified_gmt":"2026-03-01T09:22:21","slug":"ai-candidate-database-ats-cv-parsing","status":"publish","type":"post","link":"https:\/\/elementapp.ai\/blog\/ai-candidate-database-ats-cv-parsing\/","title":{"rendered":"AI as the heart of candidate databases in ATS"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13680\" class=\"elementor elementor-13680\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-660f07e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"660f07e9\" 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-36f27fc\" data-id=\"36f27fc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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-63a4c3c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"63a4c3c6\" 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-2685107\" data-id=\"2685107\" 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-47e0516b elementor-widget-divider--view-line_icon elementor-view-default elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider\" data-id=\"47e0516b\" 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-5b26e9cf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5b26e9cf\" 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-757b62ca\" data-id=\"757b62ca\" 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-1e348173 elementor-widget elementor-widget-heading\" data-id=\"1e348173\" 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 as the heart of candidate databases in ATS<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dw54432 elementor-widget elementor-widget-text-editor\" data-id=\"dw54432\" 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\t2020-03-02\t\t\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-5736439b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5736439b\" 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-66 elementor-top-column elementor-element elementor-element-df5d8a\" data-id=\"df5d8a\" 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-29033056 elementor-widget elementor-widget-text-editor\" data-id=\"29033056\" 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><b>Continuing the topic of AI in recruitment, I want to talk about what it&#8217;s doing to candidate database management in <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\/wszystko-o-ats\" target=\"_blank\" rel=\"noopener\">ATS systems<\/a>. And I don&#8217;t think &#8220;revolution&#8221; is too strong a word. AI is the first technology that lets organizations actually use everything sitting in their candidate databases, with almost no manual work. Nobody could do that before.<\/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-8db51dff elementor-widget elementor-widget-text-editor\" data-id=\"8db51dff\" 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>For this article, I&#8217;m treating a candidate database as the pile of CVs an organization has collected over time through its recruitment processes. I&#8217;m not talking about human relationships here, just the documents.<\/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-6ee4c2af elementor-widget elementor-widget-text-editor\" data-id=\"6ee4c2af\" 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>These databases live everywhere: email inboxes, laptops, local servers, cloud drives. Sometimes they sit in dedicated HR systems, especially <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">recruitment systems<\/a> known as <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\/wszystko-o-ats\" target=\"_blank\" rel=\"noopener\">ATS<\/a> (applicant tracking systems).<\/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-705e42d3 elementor-widget elementor-widget-text-editor\" data-id=\"705e42d3\" 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>No matter where or how you store these CVs, you can&#8217;t get real value out of them without someone doing the work. And the bigger the database, the more work it takes.<\/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-0f16ac22 elementor-widget elementor-widget-heading\" data-id=\"0f16ac22\" 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-default\">Searching CVs without AI support<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe63d7b2 elementor-widget elementor-widget-text-editor\" data-id=\"fe63d7b2\" 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>Imagine you work at an engineering company with 10,000 candidates in your database. All sorts of people, accumulated over years of engineering recruitment. Now you need to find someone who:<\/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-406cd19f elementor-widget elementor-widget-text-editor\" data-id=\"406cd19f\" 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<ul><li>has 4 years of experience as a sales engineer;<\/li><li>managed a sales department for at least 2 years;<\/li><li>speaks English at C2 level;<\/li><li>lives in Warsaw.<\/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-12365e48 elementor-widget elementor-widget-text-editor\" data-id=\"12365e48\" 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>How do you find this person without AI? Until recently, there were two options:<\/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-c10e8817 elementor-widget elementor-widget-text-editor\" data-id=\"c10e8817\" 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<ol><li>If your system, say a <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\/wszystko-o-ats\" target=\"_blank\" rel=\"noopener\">recruitment system<\/a>, can&#8217;t read what&#8217;s inside the documents, then someone has to open and read every single CV. This is the most expensive scenario. The cost climbs with every new CV that enters the database. Ten thousand candidates? That&#8217;s ten thousand CVs a human has to go through.<\/li><li>If you have a <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">modern ATS<\/a> that can read CV contents, you can search using keywords, often with boolean operators. Looking for an engineer in Warsaw? Type &#8220;engineer AND Warsaw&#8221; and the system returns every CV containing both words. Better, but still not great. You still have to open each result and check whether &#8220;engineer&#8221; appeared as a job title or just somewhere in a sentence. The more results, the more reading.<\/li><\/ol>\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-2945e0ba elementor-widget elementor-widget-text-editor\" data-id=\"2945e0ba\" 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>In practice, most of the analysis happens when applications first come in. The recruiter reads the CV, maybe tags it with a note or label. Helpful, sure, but only as useful as the tags themselves. And writing detailed notes for every application takes time that scales linearly with the number of candidates.<\/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-811aaac3 elementor-widget elementor-widget-heading\" data-id=\"811aaac3\" 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-default\">AI makes CV searching easier<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bec1b124 elementor-widget elementor-widget-text-editor\" data-id=\"bec1b124\" 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>So, back to our problem: finding the right person in a database of 10,000 engineering profiles.<\/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-a0b56438 elementor-widget elementor-widget-text-editor\" data-id=\"a0b56438\" 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>To do this fast, cheaply, and accurately, we need a <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">recruitment system<\/a> that doesn&#8217;t just read documents (option #2 above) but actually <b>understands<\/b> them. That&#8217;s where things get interesting. But what does <strong>understanding<\/strong> a CV even mean?<\/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-0fd9ab53 elementor-widget elementor-widget-text-editor\" data-id=\"0fd9ab53\" 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>In <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">ATS Element<\/a>, it works like this. The moment a candidate submits their application, the system reads the CV text, character by character. After that, the AI decides on its own what each piece of information means. The <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">ATS<\/a> reads the CV and figures out what is:<\/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-c5a4a9c9 elementor-widget elementor-widget-text-editor\" data-id=\"c5a4a9c9\" 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<ul><li>a first name<\/li><li>a last name<\/li><li>a place of residence<\/li><li>an employer<\/li><li>a job title<\/li><li>a job description<\/li><li>a start date and end date<\/li><li>a language skill from A1 to C2<\/li><li>a skill<\/li><li>a certificate<\/li><li>a training course<\/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-49d00a04 elementor-widget elementor-widget-text-editor\" data-id=\"49d00a04\" 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>When the AI sees &#8220;Jan Kowalski&#8221; in a CV, it figures out on its own that this is the candidate&#8217;s name. When it sees &#8220;Sales Engineer,&#8221; it will probably classify it as a job title. I say &#8220;probably&#8221; because the AI weighs multiple factors, including the surrounding context, before making a call. Once it&#8217;s done analyzing the whole document, you get a <b>structured candidate profile<\/b>. <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">Element ATS<\/a> then knows the candidate&#8217;s work history, their education, and what languages they claim to speak.<\/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-65f8b609 elementor-widget elementor-widget-text-editor\" data-id=\"65f8b609\" 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 AI can process hundreds of CVs in fractions of a second. In a database of structured profiles like this, finding someone with a specific work history takes <b>fractions of a second and zero human effort.<\/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-b484f366 elementor-widget elementor-widget-heading\" data-id=\"b484f366\" 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-default\">Reading CV content. Searching CV content. Understanding CV content.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-952a60c1 elementor-widget elementor-widget-text-editor\" data-id=\"952a60c1\" 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>Some ATS systems on the market just store CV files without reading what&#8217;s inside them. If you use one of these, you&#8217;re stuck opening each CV one by one and reading it yourself. It&#8217;s an old, expensive way of doing things. No AI involved at all. Let&#8217;s call these <b>Class I ATS 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-681c9635 elementor-widget elementor-widget-text-editor\" data-id=\"681c9635\" 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>Most <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\/wszystko-o-ats\" target=\"_blank\" rel=\"noopener\">ATS<\/a> systems today go further: they store the files and read the text inside them. So you can type &#8220;sales engineer&#8221; into a search bar and get back every CV containing that phrase. But here&#8217;s the catch: you still don&#8217;t know whether &#8220;sales engineer&#8221; was the person&#8217;s job title or just a phrase that appeared somewhere in the document. You have to check manually. These are <b>Class II ATS 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-ed28e9f8 elementor-widget elementor-widget-text-editor\" data-id=\"ed28e9f8\" 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>Then there are <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">systems<\/a> like <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\" target=\"_blank\" rel=\"noopener\">ATS Element<\/a> that go one step further. They don&#8217;t just read the text; they interpret it using AI. The <a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\/wszystko-o-ats\" target=\"_blank\" rel=\"noopener\">ATS<\/a> knows what&#8217;s a name, what&#8217;s a job title, what&#8217;s an employer, what&#8217;s a start date, and so on. It takes your entire candidate database, no matter the size, and turns it into something you can actually query with precision. That&#8217;s a <b>Class III ATS system<\/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-4ce8ff34 elementor-widget elementor-widget-text-editor\" data-id=\"4ce8ff34\" 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>Related posts:<\/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-0736cb19 elementor-widget elementor-widget-text-editor\" data-id=\"0736cb19\" 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<ul><li><a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\/blog\/artificial-intelligence-curiosities-estonia\/\">Artificial Intelligence &#8211; Curiosities from Estonia<\/a><\/li><li><a style=\"color: #0000ff\" href=\"https:\/\/elementapp.ai\/blog\/automation-dehumanization-recruitment-how-ats-systems-work\/\">On Automation and Dehumanization of Recruitment Processes<\/a><\/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-ace09c98 elementor-widget elementor-widget-text-editor\" data-id=\"ace09c98\" 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>External links:<\/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-133389a8 elementor-widget elementor-widget-text-editor\" data-id=\"133389a8\" 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<ul><li><a href=\"https:\/\/www.forbes.com\/sites\/falonfatemi\/2019\/10\/31\/how-ai-is-uprooting-recruiting\/\" rel=\"nofollow noopener\" style=\"color: #0000ff\">https:\/\/www.forbes.com\/sites\/falonfatemi\/2019\/10\/31\/how-ai-is-uprooting-recruiting\/<\/a><\/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-b7adfc0 elementor-cta--layout-image-right elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-global elementor-global-2896 elementor-widget-call-to-action\" data-id=\"b7adfc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tDISCOVER ELEMENT!\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tFast, agile and user-friendly ATS created by recruiters for recruiters\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-\" href=\"https:\/\/elementapp.ai\/eng\/#schedule-demo\">\n\t\t\t\t\t\tSCHEDULE A DEMO\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\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-bee359d elementor-author-box--image-valign-middle elementor-author-box--layout-image-left elementor-widget elementor-widget-author-box\" data-id=\"bee359d\" 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<h4 class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\tMaciej Michalewski\t\t\t\t\t\t<\/h4>\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-4b5fd11 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4b5fd11\" 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<div class=\"elementor-element elementor-element-1be8569 elementor-share-buttons--view-icon-text elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"1be8569\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tFacebook\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tTwitter\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tLinkedIn\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\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-33 elementor-top-column elementor-element elementor-element-31924be4\" data-id=\"31924be4\" 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-6e36edc9 elementor-widget elementor-widget-heading\" data-id=\"6e36edc9\" 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-3d998dab elementor-grid-1 elementor-grid-tablet-1 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"3d998dab\" 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-14318 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\/element-api-recruitment-integrations\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-api-en-300x169.jpg\" class=\"attachment-medium size-medium wp-image-14316\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-api-en-300x169.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-api-en-768x432.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-api-en-1536x864.jpg 1536w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-api-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\/element-api-recruitment-integrations\/\" >\n\t\t\t\tElement now has an API: recruitment that plugs into your own systems\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>Element now has a public API (v1-beta). I explain what integrations give recruitment-system clients, the mistakes I made and what they taught me.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/element-api-recruitment-integrations\/\" aria-label=\"Read more about Element now has an API: recruitment that plugs into your own systems\" 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-14307 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\/recruiting-from-your-phone-element-goes-mobile\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-mobile-en-300x169.jpg\" class=\"attachment-medium size-medium wp-image-14305\" alt=\"Recruiting from your phone in Element mobile view\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-mobile-en-300x169.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-mobile-en-768x432.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-mobile-en-1536x864.jpg 1536w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-mobile-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\/recruiting-from-your-phone-element-goes-mobile\/\" >\n\t\t\t\tRecruiting from your phone: Element is now mobile, built by 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>Element&#8217;s mobile views are in production. Recruiters and hiring managers now run the process from a phone, and AI wrote 15,000 lines of code in five weeks.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/recruiting-from-your-phone-element-goes-mobile\/\" aria-label=\"Read more about Recruiting from your phone: Element is now mobile, built by 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-14277 post type-post status-publish format-standard has-post-thumbnail hentry category-english-posts tag-ai tag-ai-assistants tag-ai-in-hr tag-data-quality tag-email tag-work-automation\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/elementapp.ai\/blog\/email-from-ai-instead-of-human-dont-worry\/\" 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\/05\/hero-email-from-ai-en-300x158.jpg\" class=\"attachment-medium size-medium wp-image-14275\" alt=\"What matters is data quality, not the author of the message\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-email-from-ai-en-300x158.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-email-from-ai-en-768x403.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-email-from-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\/email-from-ai-instead-of-human-dont-worry\/\" >\n\t\t\t\tYou get an email from AI instead of a human, problem?\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>Getting an email from AI instead of a human is fine, as long as the data stays high quality. Most routine work is algorithmic, and the outcome matters more than the author of the message.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/email-from-ai-instead-of-human-dont-worry\/\" aria-label=\"Read more about You get an email from AI instead of a human, problem?\" 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-14230 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\/ai-job-apocalypse-fantasy-a16z-poland-confrontation\/\" 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\/05\/hero-a16z-vs-poland-charts-en-v2-300x158.jpg\" class=\"attachment-medium size-medium wp-image-14234\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-a16z-vs-poland-charts-en-v2-300x158.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-a16z-vs-poland-charts-en-v2-768x403.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-a16z-vs-poland-charts-en-v2.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\/ai-job-apocalypse-fantasy-a16z-poland-confrontation\/\" >\n\t\t\t\tThe AI job apocalypse is a fantasy, says a16z. But Poland?\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>David George of a16z says the AI job apocalypse is a fantasy. I test his thesis against Polish data and a fresh vibe coded experiment of my own.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/ai-job-apocalypse-fantasy-a16z-poland-confrontation\/\" aria-label=\"Read more about The AI job apocalypse is a fantasy, says a16z. But Poland?\" 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-14211 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\/element-linkedin-integration-live-project-recap\/\" 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\/05\/hero-element-linkedin-en-gemini-flash-300x158.jpg\" class=\"attachment-medium size-medium wp-image-14222\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-linkedin-en-gemini-flash-300x158.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-linkedin-en-gemini-flash-768x403.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-element-linkedin-en-gemini-flash.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\/element-linkedin-integration-live-project-recap\/\" >\n\t\t\t\tVibe Coded Element x LinkedIn integration is live: project recap\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>LinkedIn approved Element&#8217;s public XML feed, fully built in vibe coding mode with Claude Code. What that means for people who don&#8217;t write code.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/element-linkedin-integration-live-project-recap\/\" aria-label=\"Read more about Vibe Coded Element x LinkedIn integration is live: project recap\" 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-14191 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\/danehr-pl-polish-labour-market-data-hub\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-danehr-en-300x169.jpg\" class=\"attachment-medium size-medium wp-image-14189\" alt=\"\" srcset=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-danehr-en-300x169.jpg 300w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-danehr-en-768x432.jpg 768w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-danehr-en-1536x864.jpg 1536w, https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/05\/hero-danehr-en.jpg 1920w\" 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\/danehr-pl-polish-labour-market-data-hub\/\" >\n\t\t\t\tdanehr.pl: a new data hub for the Polish labour 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>Polskie Forum HR has launched danehr.pl, a portal that gathers employment, wages, unemployment and labour market reports in one place. Element is the technology partner of PFHR and feeds one of the portal&#8217;s sections.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/elementapp.ai\/blog\/danehr-pl-polish-labour-market-data-hub\/\" aria-label=\"Read more about danehr.pl: a new data hub for the Polish labour 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<\/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>AI as the heart of candidate databases in ATS Continuing the topic of AI in recruitment, I want to talk about what it&#8217;s doing to candidate database management in ATS systems. And I don&#8217;t think &#8220;revolution&#8221; is too strong a word. AI is the first technology that lets organizations actually use everything sitting in their &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/elementapp.ai\/blog\/danehr-pl-polish-labour-market-data-hub\/\"> <span class=\"screen-reader-text\">danehr.pl: a new data hub for the Polish labour market<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":13674,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_opengraph-title":"AI in candidate databases: how ATS systems understand CVs","_yoast_wpseo_opengraph-description":"AI turns candidate databases from passive CV storage into searchable structured profiles. Three classes of ATS and how they handle CV content.","_yoast_wpseo_opengraph-image":"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/02\/hero_1132.jpg","_yoast_wpseo_opengraph-image-id":13674,"_yoast_wpseo_twitter-title":"AI in candidate databases: how ATS systems understand CVs","_yoast_wpseo_twitter-description":"AI turns candidate databases from passive CV storage into searchable structured profiles. 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Three classes of ATS and how they handle CV content.\" \/>\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\/ai-candidate-database-ats-cv-parsing\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI in candidate databases: how ATS systems understand CVs\" \/>\n<meta property=\"og:description\" content=\"AI turns candidate databases from passive CV storage into searchable structured profiles. Three classes of ATS and how they handle CV content.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/elementapp.ai\/blog\/ai-candidate-database-ats-cv-parsing\/\" \/>\n<meta property=\"og:site_name\" content=\"Element&#039;s Blog - nowo\u015bci ze \u015bwiata rekrutacji, HR Tech i Element\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/elementappats\" \/>\n<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/elementappats\/\" \/>\n<meta property=\"article:published_time\" content=\"2020-03-02T09:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-01T09:22:21+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/02\/hero_1132.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Maciej Michalewski\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"AI in candidate databases: how ATS systems understand CVs\" \/>\n<meta name=\"twitter:description\" content=\"AI turns candidate databases from passive CV storage into searchable structured profiles. 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I am a tech lover, and my mission is to find and create new solutions that will positively impact the recruitment market.","sameAs":["https:\/\/www.facebook.com\/elementappats\/","https:\/\/www.linkedin.com\/company\/13982762"]}]}},"_links":{"self":[{"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/posts\/13680","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/comments?post=13680"}],"version-history":[{"count":4,"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/posts\/13680\/revisions"}],"predecessor-version":[{"id":13693,"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/posts\/13680\/revisions\/13693"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/media\/13674"}],"wp:attachment":[{"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/media?parent=13680"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/categories?post=13680"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/elementapp.ai\/blog\/wp-json\/wp\/v2\/tags?post=13680"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}