{"id":1558,"date":"2019-12-12T10:05:37","date_gmt":"2019-12-12T10:05:37","guid":{"rendered":"http:\/\/xtract.io\/blog\/?p=1558"},"modified":"2026-09-04T10:46:54","modified_gmt":"2026-09-04T10:46:54","slug":"data-extraction-applications-of-predictive-analytics-recruitment","status":"publish","type":"post","link":"https:\/\/www.xtract.io\/blog\/data-extraction-applications-of-predictive-analytics-recruitment\/","title":{"rendered":"Applications of Predictive Analytics in your Recruitment Journey"},"content":{"rendered":"\n<p>Elanor is an HR executive at Unicorn marketer. She\u2019s been involved in the recruitment process for six years now. Every year they do a campus drive at the most prestigious college in Chicago. They\u2019re always on the look for a promising candidate for a challenging role as a Digital Marketer. Elanor has been maintaining a spreadsheet of rejected candidates for the same post and logging the reasons for rejection as well.<br><\/p>\n\n\n\n<p>The reasons read as follows &#8211; lack of analytical and writing skills, poor communication, showed no scope for management abilities, and so on.&nbsp;<br><\/p>\n\n\n\n<p>So, the above scenario is a representation of how there\u2019s enough scope for the HR department at Unicorn marketer to make data-backed decisions with predictive analytics. Before we jump into predictive analytics in hiring, let\u2019s quickly define predictive analytics in general.<br><\/p>\n\n\n\n<p><em>Predictive analytics encompasses a variety of statistical techniques from data mining, predictive modeling, and machine learning, that analyze current and historical facts to make predictions about future or otherwise unknown events<\/em><em>.<\/em><em> &#8211; <\/em><em>Wikipedia.<\/em><br><\/p>\n\n\n\n<p>Let\u2019s get back to the example we began with. For instance, let\u2019s say, 31 candidates, have been rejected in the last six years &#8211; future hiring process can certainly be streamlined by taking the right steps to attract the right talent possibly by mentioning it in their hiring announcements &#8211; posters, display ads, first calls, interactions, and so on. How do we conclude so? It\u2019s by adopting predictive analytics in the recruitment process i.e utilizing historical data to make predictions about the future.<\/p>\n\n\n\n<h4><strong>Sourcing the right talent<\/strong><\/h4>\n\n\n\n<p><strong><em>\u201cA study by WCN solutions <\/em><\/strong><strong><em>&nbsp;52% of recruiters say<\/em><\/strong><strong><em> finding the right candidates from a large applicant pool is the toughest part of their job. \u201c<\/em><\/strong><br><\/p>\n\n\n\n<p>Predictive HR analytics can play a crucial role right from the time of sourcing a candidate. So. let\u2019s say Elanor has recruited qualified digital marketers in the past. A year after their joining, there was a performance evaluation. Some of them were tagged to be good performers and some, mediocre. So let\u2019s say in the past six years, the digital marketing head has data about the reasons for mediocrity in performance and based on predictive analytics, they identify a trend.<br><\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>To read further, head to <a rel=\"noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/hackernoon.com\/applications-of-predictive-analytics-in-your-recruitment-journey-l3n32g0?utm_source=predictive-analytics-recruitment&amp;utm_medium=CTA&amp;utm_campaign=Blog\" target=\"_blank\">Hackernoon<\/a> where this article was originally published.<\/p><\/blockquote>\n\n\n\n<p><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elanor is an HR executive at Unicorn marketer. She\u2019s been involved in the recruitment process for six years now. Every year they do a campus drive at the most prestigious college in Chicago. They\u2019re always on the look for a promising candidate for a challenging role as a Digital Marketer. Elanor has been maintaining a<\/p>\n","protected":false},"author":4,"featured_media":2416,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[80],"tags":[301,95,96,94,92,93],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Predictive Analytics: Transforming Recruitment Strategy<\/title>\n<meta name=\"description\" content=\"Learn how predictive analytics and data extraction help recruiters identify top talent faster and make smarter, data-driven hiring decisions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.xtract.io\/blog\/data-extraction-applications-of-predictive-analytics-recruitment\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Predictive Analytics: Transforming Recruitment Strategy\" \/>\n<meta property=\"og:description\" content=\"Learn how predictive analytics and data extraction help recruiters identify top talent faster and make smarter, data-driven hiring decisions.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.xtract.io\/blog\/data-extraction-applications-of-predictive-analytics-recruitment\/\" \/>\n<meta property=\"og:site_name\" content=\"Xtract.io Blog\" \/>\n<meta property=\"article:published_time\" content=\"2019-12-12T10:05:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-04T10:46:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.xtract.io\/blog\/wp-content\/uploads\/2019\/12\/xtract-banner-hr-recruitment-1597x572-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"912\" \/>\n\t<meta property=\"og:image:height\" content=\"451\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Nandhini TS\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@xtract_io\" \/>\n<meta name=\"twitter:site\" content=\"@xtract_io\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nandhini TS\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Predictive Analytics: Transforming Recruitment Strategy","description":"Learn how predictive analytics and data extraction help recruiters identify top talent faster and make smarter, data-driven hiring decisions.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.xtract.io\/blog\/data-extraction-applications-of-predictive-analytics-recruitment\/","og_locale":"en_US","og_type":"article","og_title":"Predictive Analytics: Transforming Recruitment Strategy","og_description":"Learn how predictive analytics and data extraction help recruiters identify top talent faster and make smarter, data-driven hiring decisions.","og_url":"https:\/\/www.xtract.io\/blog\/data-extraction-applications-of-predictive-analytics-recruitment\/","og_site_name":"Xtract.io Blog","article_published_time":"2019-12-12T10:05:37+00:00","article_modified_time":"2026-09-04T10:46:54+00:00","og_image":[{"width":912,"height":451,"url":"https:\/\/www.xtract.io\/blog\/wp-content\/uploads\/2019\/12\/xtract-banner-hr-recruitment-1597x572-1.jpg","type":"image\/jpeg"}],"author":"Nandhini TS","twitter_card":"summary_large_image","twitter_creator":"@xtract_io","twitter_site":"@xtract_io","twitter_misc":{"Written by":"Nandhini TS","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Organization","@id":"https:\/\/www.xtract.io\/blog\/#organization","name":"XTRACT.io Technology Solutions Pvt Ltd","url":"https:\/\/www.xtract.io\/blog\/","sameAs":["https:\/\/www.youtube.com\/@xtract_io","https:\/\/www.linkedin.com\/company\/xtract.io","https:\/\/twitter.com\/xtract_io"],"logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.xtract.io\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.xtract.io\/blog\/wp-content\/uploads\/2022\/12\/xtract-blog-logo.png","contentUrl":"https:\/\/www.xtract.io\/blog\/wp-content\/uploads\/2022\/12\/xtract-blog-logo.png","width":246,"height":29,"caption":"XTRACT.io Technology Solutions Pvt Ltd"},"image":{"@id":"https:\/\/www.xtract.io\/blog\/#\/schema\/logo\/image\/"}},{"@type":"WebSite","@id":"https:\/\/www.xtract.io\/blog\/#website","url":"https:\/\/www.xtract.io\/blog\/","name":"Xtract.io Blog","description":"Data, AI &amp; 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