{"id":35082,"date":"2025-08-19T03:27:52","date_gmt":"2025-08-19T01:27:52","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/i-scraped-1-2m-us-jobs-here-the-stats\/"},"modified":"2025-08-19T03:27:52","modified_gmt":"2025-08-19T01:27:52","slug":"i-scraped-1-2m-us-jobs-here-the-stats","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/i-scraped-1-2m-us-jobs-here-the-stats\/","title":{"rendered":"I Scraped 1.2M+ US Jobs (Here The Stats)"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>A huge chunk of US jobs never reach boards at all they sit only on internal career pages.<\/p>\n<p>So I built an AI crawler that goes straight to the source: <strong>70k+ corporate websites<\/strong>.<br \/> It collects and cleans the data automatically. Here\u2019s what I found (US only):<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">Function<\/th>\n<th align=\"left\">Open Roles<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\">Software Development<\/td>\n<td align=\"left\">171,789<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Marketing &amp; Sales<\/td>\n<td align=\"left\">183,143<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Health &amp; Pharma<\/td>\n<td align=\"left\">192,426<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Retail &amp; Consumer Goods<\/td>\n<td align=\"left\">127,782<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Engineering, Manufacturing &amp; Environment<\/td>\n<td align=\"left\">134,912<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Operations, Logistics, Procurement<\/td>\n<td align=\"left\">98,370<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Finance &amp; Accounting<\/td>\n<td align=\"left\">101,166<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Business &amp; Strategy<\/td>\n<td align=\"left\">47,076<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Data &amp; AI<\/td>\n<td align=\"left\">18,239<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Creative &amp; Design<\/td>\n<td align=\"left\">11,472<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Hardware, Systems &amp; Electronics<\/td>\n<td align=\"left\">30,112<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Legal, HR &amp; Administration<\/td>\n<td align=\"left\">42,845<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Public &amp; Education<\/td>\n<td align=\"left\">26,826<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Hospitality, Travel &amp; Tourism<\/td>\n<td align=\"left\">46,121<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Beauty &amp; Wellness<\/td>\n<td align=\"left\">7,597<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Real Estate<\/td>\n<td align=\"left\">15,405<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>You can explore and apply to all these jobs for free here: <a href=\"https:\/\/laboro.co\/?&amp;utm_source=reddit&amp;utm_medium=organic&amp;utm_conten=777\"><strong>laboro.co<\/strong><\/a><\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Elieroos\"> \/u\/Elieroos <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1mu4gs9\/i_scraped_12m_us_jobs_here_the_stats\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1mu4gs9\/i_scraped_12m_us_jobs_here_the_stats\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-35082 jlk' href='javascript:void(0)' data-task='like' data-post_id='35082' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-35082 lc'>0<\/span><\/a><\/div><\/div> <div class='status-35082 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>A huge chunk of US jobs never reach boards at all they sit only on internal career&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-35082","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/35082","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=35082"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/35082\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=35082"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=35082"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=35082"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}