{"id":10819,"date":"2016-04-01T09:11:38","date_gmt":"2016-04-01T09:11:38","guid":{"rendered":"https:\/\/keblog.demoapp.xyz\/?p=10819"},"modified":"2022-11-24T14:56:41","modified_gmt":"2022-11-24T07:56:41","slug":"kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live","status":"publish","type":"post","link":"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live","title":{"rendered":"Kalibrr&#8217;s Artificially Intelligent Job Recommendations Engine is now live"},"content":{"rendered":"<p>We&#8217;re excited to announce that our <a href=\"http:\/\/kalibrr.com\/about\" target=\"_blank\" rel=\"noopener\"><strong>Data<\/strong><b> Science<\/b>\u00a0team <\/a>launched\u00a0the <strong>new<\/strong> <b>Jobs Recommendation Engine<\/b>, Kalibrr&#8217;s<em> Artificially Intelligent job matching algorithm<\/em><b>, <\/b>last\u00a0Monday,\u00a0March 28 2016.<\/p>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-10833\" src=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-30-18.48.21.png\" alt=\"\" width=\"1124\" height=\"678\" srcset=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-30-18.48.21.png 1124w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-30-18.48.21-300x181.png 300w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-30-18.48.21-1024x618.png 1024w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-30-18.48.21-768x463.png 768w\" sizes=\"(max-width: 1124px) 100vw, 1124px\" \/><\/p>\n<div>Our lead Data Scientist, Aivin, shares to us how the new recommendations engine works and why it matters to jobseekers and recruiters alike.<\/div>\n<div><\/div>\n<div><img loading=\"lazy\" class=\"alignnone size-full wp-image-10836\" src=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.55.15.png\" alt=\"\" width=\"1150\" height=\"450\" srcset=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.55.15.png 1150w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.55.15-300x117.png 300w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.55.15-1024x401.png 1024w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.55.15-768x301.png 768w\" sizes=\"(max-width: 1150px) 100vw, 1150px\" \/><\/div>\n<div><\/div>\n<div><b>Side note<\/b>: For budding data scientist and other enthusiast, watch out for a technical blog post by Aivin and his team on our product blog!<\/div>\n<div><\/div>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_26 counter-hierarchy\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">TOPICS<\/p>\n<span class=\"ez-toc-title-toggle\"><a class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" style=\"display: none;\"><label for=\"item\" aria-label=\"Table of Content\"><i class=\"ez-toc-glyphicon ez-toc-icon-toggle\"><\/i><\/label><input type=\"checkbox\" id=\"item\"><\/a><\/span><\/div>\n<nav><ul class=\"ez-toc-list ez-toc-list-level-1\"><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#How_does_Kalibrrs_AI_powered_recommendations_engine_work_on_Kalibrr\" title=\"How does Kalibrr&#8217;s A.I powered recommendations engine work on Kalibrr?\">How does Kalibrr&#8217;s A.I powered recommendations engine work on Kalibrr?<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#Recommended_Jobs_Tab\" title=\"Recommended Jobs Tab\u00a0\">Recommended Jobs Tab\u00a0<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#Related_Jobs\" title=\"Related Jobs\">Related Jobs<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#There_are_2_types_of_algorithms_at_work_here\" title=\"There are 2 types of algorithms at work here.\">There are 2 types of algorithms at work here.<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#1_Relationship_Matching\" title=\"1. Relationship Matching:\u00a0\">1. Relationship Matching:\u00a0<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#Why_it_matters_for_recruiters\" title=\"Why it matters for\u00a0recruiters:\u00a0\">Why it matters for\u00a0recruiters:\u00a0<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#Why_it_matters_for_jobseekers\" title=\"Why it matters for\u00a0jobseekers:\u00a0\">Why it matters for\u00a0jobseekers:\u00a0<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#2_Content_based_matching\" title=\"2. Content based matching\u00a0\">2. Content based matching\u00a0<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#Why_it_matters_for_recruiters-2\" title=\"Why it matters for\u00a0recruiters:\">Why it matters for\u00a0recruiters:<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#Why_it_matters_for_jobseekers-2\" title=\"Why it matters for\u00a0jobseekers:\u00a0\">Why it matters for\u00a0jobseekers:\u00a0<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/kalibrrs-artificially-intelligent-job-recommendations-engine-is-now-live\/#Bonus_Content\" title=\"Bonus Content:\u00a0\">Bonus Content:\u00a0<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"How_does_Kalibrrs_AI_powered_recommendations_engine_work_on_Kalibrr\"><\/span><b>How does Kalibrr&#8217;s A.I powered recommendations engine work on Kalibrr?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Recommended_Jobs_Tab\"><\/span><a href=\"https:\/\/www.kalibrr.com\/candidate\/recommended-jobs\" target=\"_blank\" rel=\"noopener\"><b>Recommended Jobs Tab\u00a0<\/b><\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>We recommend jobs to you based on your interactions on the platform\u00a0and the information you provide on your Kalibrr profile.<\/p>\n<h2><img loading=\"lazy\" class=\"alignnone size-full wp-image-10841\" src=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.43.29.png\" alt=\"\" width=\"1872\" height=\"1142\" srcset=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.43.29.png 1872w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.43.29-300x183.png 300w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.43.29-1024x625.png 1024w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.43.29-768x469.png 768w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.43.29-1536x937.png 1536w\" sizes=\"(max-width: 1872px) 100vw, 1872px\" \/><\/h2>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Related_Jobs\"><\/span>Related Jobs<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>At the end of every job post, we recommend\u00a0jobseekers\u00a0to look at other related jobs based on the job post&#8217;s content, information and how other jobseekers interacted with these jobs.<\/p>\n<h2><img loading=\"lazy\" class=\"alignnone size-full wp-image-10844\" src=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-21.38.131.png\" alt=\"\" width=\"1234\" height=\"1358\" srcset=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-21.38.131.png 1234w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-21.38.131-273x300.png 273w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-21.38.131-930x1024.png 930w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-21.38.131-768x845.png 768w\" sizes=\"(max-width: 1234px) 100vw, 1234px\" \/><\/h2>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"There_are_2_types_of_algorithms_at_work_here\"><\/span>There are 2 types of algorithms at work here.<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"1_Relationship_Matching\"><\/span>1. <b>Relationship Matching:\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div>The A.I learns the relationship between specific jobs based on jobseeker interactions with job posts and correspondingly their profiles.<\/div>\n<div><img loading=\"lazy\" class=\"alignnone size-full wp-image-10846\" src=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/JobsRecommendation2.png\" alt=\"\" width=\"468\" height=\"489\" srcset=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/JobsRecommendation2.png 468w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/JobsRecommendation2-287x300.png 287w\" sizes=\"(max-width: 468px) 100vw, 468px\" \/> <img loading=\"lazy\" class=\"alignnone size-full wp-image-10848\" src=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/JobsRecommendation22.png\" alt=\"\" width=\"468\" height=\"489\" srcset=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/JobsRecommendation22.png 468w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/JobsRecommendation22-287x300.png 287w\" sizes=\"(max-width: 468px) 100vw, 468px\" \/><\/div>\n<div><\/div>\n<div>\n<ul>\n<li>It looks at all the available jobseeker profiles on the platform and builds a network of related jobs based on\u00a0jobseeker\u00a0interactions with these jobs.<\/li>\n<\/ul>\n<\/div>\n<p>Before, when a jobseeker declares he&#8217;s interested in web developer jobs, he will only be able to receive web developer recommendations.<\/p>\n<div>Now, when a jobseeker declares interest in web developer positions, he will be able to receive job recommendations that belong to the same cluster: Software Engineering, Java Developer, Ruby on Rails Developer, etc.<\/div>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"Why_it_matters_for_recruiters\"><\/span><strong>Why it matters for\u00a0recruiters:\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div>\n<ul>\n<li>This is likely to improve the impressions and exposure of your jobs on the platform as jobseekers are able to discover your jobs better.<\/li>\n<\/ul>\n<\/div>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"Why_it_matters_for_jobseekers\"><\/span><strong>Why it matters for\u00a0jobseekers:\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>Kalibrr will be able to help you discover new jobs that are a great match for you better than before.<\/li>\n<\/ul>\n<h3><\/h3>\n<div>\n<div>\n<h2><span class=\"ez-toc-section\" id=\"2_Content_based_matching\"><\/span>2. <b>Content based matching\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div>Job Recommendations based on content and properties of Job Post.<\/div>\n<\/div>\n<\/div>\n<div><img loading=\"lazy\" class=\"alignnone size-full wp-image-10850\" src=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.44.231.png\" alt=\"\" width=\"1292\" height=\"1352\" srcset=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.44.231.png 1292w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.44.231-287x300.png 287w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.44.231-979x1024.png 979w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/Screenshot-2016-03-31-20.44.231-768x804.png 768w\" sizes=\"(max-width: 1292px) 100vw, 1292px\" \/><\/div>\n<div>\n<div><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Why_it_matters_for_recruiters-2\"><\/span><b><strong>Why it matters for\u00a0recruiters:<\/strong><\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><span style=\"font-size: 14px\">Recruiters who create good quality job posts and put more information are more likely to be grouped with other good quality job posts.<\/span><\/li>\n<\/ul>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"Why_it_matters_for_jobseekers-2\"><\/span><strong>Why it matters for\u00a0jobseekers:\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>This algorithm solves\u00a0the cold start issue:<em> How\u00a0do recommend jobs to new jobseekers and candidates who haven&#8217;t filled in their profile or taken assessments.<\/em><\/li>\n<\/ul>\n<ul>\n<li>\u00a0We can still intelligently recommend jobs to you based on the current jobs you are viewing. That means you&#8217;ll be able to discover more relevant jobs to you. Awesome!<\/li>\n<\/ul>\n<\/div>\n<div><\/div>\n<div><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Bonus_Content\"><\/span><b>Bonus Content:\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div>As part of our Jobs Recommendations launch, Aivin and his team built a twitter bot: Kalibot!<\/div>\n<div><img loading=\"lazy\" class=\"alignnone size-full wp-image-10828\" src=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/12923215_1074288069298711_1174975249172143384_n.png\" alt=\"\" width=\"886\" height=\"590\" srcset=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/12923215_1074288069298711_1174975249172143384_n.png 886w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/12923215_1074288069298711_1174975249172143384_n-300x200.png 300w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/12923215_1074288069298711_1174975249172143384_n-768x511.png 768w\" sizes=\"(max-width: 886px) 100vw, 886px\" \/><\/div>\n<div>Stay tuned for more product updates!<\/div>\n<div><\/div>\n<div>Much Love,<\/div>\n<div>Kalibrr Team.<\/div>\n","protected":false},"excerpt":{"rendered":"<p>We&#8217;re excited to announce that our Data Science\u00a0team launched\u00a0the new Jobs Recommendation Engine, Kalibrr&#8217;s Artificially Intelligent job matching algorithm, last\u00a0Monday,\u00a0March 28 2016. Our lead Data Scientist, Aivin, shares to us how the new recommendations engine works and why it matters to jobseekers and recruiters alike. Side note: For budding data scientist and other enthusiast, watch [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[9],"tags":[109,115,154,95,101],"_links":{"self":[{"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/posts\/10819"}],"collection":[{"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/comments?post=10819"}],"version-history":[{"count":0,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/posts\/10819\/revisions"}],"wp:attachment":[{"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/media?parent=10819"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/categories?post=10819"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/tags?post=10819"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}