{"id":3899,"date":"2022-06-20T14:56:29","date_gmt":"2022-06-20T14:56:29","guid":{"rendered":"https:\/\/www.arca24.com\/jobarch\/en\/?p=3899"},"modified":"2024-02-13T14:58:59","modified_gmt":"2024-02-13T14:58:59","slug":"machine-learning-in-hr","status":"publish","type":"post","link":"https:\/\/www.arca24.com\/jobarch\/en\/blog\/machine-learning-in-hr\/","title":{"rendered":"Artificial intelligence and machine learning in the world of recruiting"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-bottom:0px;--awb-padding-top-medium:20px;--awb-padding-right-medium:30px;--awb-padding-left-medium:30px;--awb-padding-right-small:10px;--awb-padding-left-small:10px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1320.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_6 1_6 fusion-flex-column fusion-no-small-visibility\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:5px;--awb-spacing-right-large:11.52%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:11.52%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:66.666666666667%;--awb-margin-top-large:25px;--awb-spacing-right-large:2.88%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>Artificial Intelligence and Machine Learning applied to the HR sector are topics becoming more and more popular nowadays. However, we don\u2019t often know enough about it to be able to fully understand what we are told.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:44;line-height:1.26;\">What is Artificial Intelligence?<\/h2><\/div><div class=\"fusion-text fusion-text-2\"><p>Artificial Intelligence is a technology capable of rapidly processing a large amount of data (reading and sorting). AI was born in response to a concrete problem that the human being is no longer able to face in the traditional way: \u201cbig data management\u201d.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:44;line-height:1.26;\">What are the expectations we can have by using AI?<\/h2><\/div><div class=\"fusion-text fusion-text-3\"><p>Parameterizing expectations is primary. We cannot think that technology is currently capable of conducting a complete analysis of any usable content and making discretionary decisions, prerogatives that remain of the human being. Artificial Intelligence carries out support activities; in most cases these are \u201cfatigue tasks\u201d, linked to a theme of quantity, repetitive and with low added value.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:44;line-height:1.26;\">What is the contribution of AI to recruiting?<\/h2><\/div><div class=\"fusion-text fusion-text-4\"><p>In the world of recruiting we have \u2013 and will increasingly continue having \u2013 a problem related to reading CVs. Let\u2019s see two concrete examples together:<\/p>\n<ul>\n<li>Often, the high CV volume received do not allow recruiters to analyze all CVs \u2013 this increases the risk of losing profiles with important skills;<\/li>\n<li>Professions are increasingly \u201cfluider\u201d and therefore forcing the inclusion of some profiles within specific roles, risks making us miss out on opportunities.<\/li>\n<\/ul>\n<p>The Artificial Intelligence linked to the world of recruiting allows you to read all incoming CVs and make a semantic analysis on them, determining a matching between offers and applications, and a ranking of the profiles selected according to their compatibility with the search.<br \/>\nIn this way, the recruiter avoids mechanical and repetitive work, and can work qualitatively on the pre-screening of the CVs provided by the machine, with a significant saving in terms of time and resources.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:44;line-height:1.26;\">Are the AI in the world of recruiting all the same?<\/h2><\/div><div class=\"fusion-text fusion-text-5\"><p>The answer is no. The semantic reading engines that underlie the AI applied to the Talent Acquisition sector perform different actions and have different values. It is our job to test them and evaluate their effectiveness.<br \/>\nThe largest semantic and artificial intelligence engines are governed by the world\u2019s largest \u201ctech\u201d operators: Google, Amazon AWS, IBM, Microsoft. Most of their services are free, or in any case easily accessible to our HR software. The problem is that these giants are by definition not verticalized linguistic engines. This means that the article in a newspaper and \/ or a novel is read correctly but vertical documents such as financial reports or medical records \u2013 which do not use \u201cclassic\u201d writing \u2013 are not read effectively.<br \/>\nThe same applies to a CV (also a vertical document); for a complete reading it is not enough to have a semantic linguistic engine that binds the concepts but you need an Artificial Intelligence developed specifically for the world of work.<\/p>\n<p>The example of \u201cblack gold\u201d is often used to show how the machine, independently, is able to trace the expression back to the term \u201coil\u201d. If these conceptual links work in daily writing and speech, they do not find an effective application in the world of human resources; it is not difficult to believe that no oil &amp; gas operator will write in his CV \u201cblack gold\u201d.<\/p>\n<p>Another note of attention is when an AI is built specifically for the world of HR, but are used institutional mappings. The European cataloging, and those that every single state does, have little functional impact for the real writing of CVs and job offers (it is too different and not comparable). It is functional for statistical reports but less so for real use during a Recruitment process.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:44;line-height:1.26;\">Conclusion<\/h2><\/div><div class=\"fusion-text fusion-text-6\"><p>On the market there are HR TECH operators offering ATS equipped with Artificial Intelligence, which, however, are often not vertical on the real needs of customers. Although these are new technologies and semantic engines, few systems are built precisely for the HR sector (and therefore aimed at recruiting and, more generally, Talent Acquisition).<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:8%;width:100%;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:var(--awb-color3);border-top-width:1px;\"><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_6 1_6 fusion-flex-column fusion-no-small-visibility\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:5px;--awb-spacing-right-large:11.52%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:11.52%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":3506,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86],"tags":[],"class_list":["post-3899","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-in-hr-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI and Machine Learning in Human Resource | ATS for StartUps | JobArch<\/title>\n<meta name=\"description\" content=\"Artificial Intelligence and machine learning are applied in human resource industry, but how AI works? 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