\u003C/a>\n\nThis is all organized into three tiers of targeting criteria:\n\n\u003Col>\n \u003Cli>\u003Cstrong>Developer Types\u003C/strong>: The broadest description of a developer.\u003Ca href=\"https://i.stack.imgur.com/MJXyf.png\">\u003Cimg src=\"http://stackoverflow.blog/wp-content/uploads/2017/02/MJXyf.png\" alt=\"\" />\u003C/a>\u003C/li>\n \u003Cli>\u003Cstrong>Technology Ecosystems\u003C/strong>: A narrower description, best described as tag clusters. \u003Ca href=\"https://stackoverflow.com/jobs/developer-jobs-using-python?utm_source=so-owned&utm_medium=blog&utm_campaign=dev-c4al&utm_content=c4al-link\" target=\"_blank\" rel=\"noopener\">Python\u003C/a> includes frameworks like \u003Ca href=\"https://stackoverflow.com/jobs/developer-jobs-using-django?utm_source=so-owned&utm_medium=blog&utm_campaign=dev-c4al&utm_content=c4al-link\" target=\"_blank\" rel=\"noopener\">Django\u003C/a> and Flask. Cloud (back end) implies knowledge of AWS, Microsoft Azure, Rackspace, etc.\u003Ca href=\"/images/wordpress/tech-eco.png\">\u003Cimg src=\"http://stackoverflow.blog/wp-content/uploads/2017/02/mymW4.png\" alt=\"\" />\u003C/a>\u003C/li>\n \u003Cli>\u003Cstrong>Stack Overflow Tags\u003C/strong>: The most finely-grained descriptor. These draw straight from the top 1,000 most popular tags on Stack Overflow.\u003Ca href=\"https://i.stack.imgur.com/U9oqI.png\">\u003Cimg src=\"http://stackoverflow.blog/wp-content/uploads/2017/02/U9oqI.png\" alt=\"\" />\u003C/a>\u003C/li>\n\u003C/ol>\n\nIt’s really that simple. Once employers fill out a targeting profile for a job, we’ll try and predict which of those jobs you’ll be interested in.\n\n\u003Ch2>Fine, but these are just ads. Why should I care?\u003C/h2>\n\nHopefully this doesn’t change much about how you use Stack Overflow in your daily life. Job ads are only a small part of our page content, but we hope this launch will improve your odds of seeing the right job opportunity at the right time. So far it appears to be working. Initial testing of targeted jobs over the past few months have demonstrated significant progress toward our goal of showing relevant job ads to each developer, as clickthrough rates increased 21-30%. Not bad for a V1!\n\nWe also want to let you know exactly how we’re targeting jobs, so our newly created data team will be talking about building out the infrastructure for this project, and all the details of what went into it. You can follow these posts on \u003Ca href=\"http://kevinmontrose.com/2015/01/27/providence-machine-learning-at-stack-exchange/\">Kevin Montrose’s blog\u003C/a> starting today. \u003Ca href=\"http://jasonpunyon.com\">Jason Punyon\u003C/a> will also be adding to this series later this week and next.\n\nAdditionally, if you want to see your personal prediction data, or if you want to disable predictions, you can do that from the \u003Ca href=\"http://stackoverflow.com/users/prediction-data\">user preferences page\u003C/a>.\n\n\u003Ch2>This sounds cool; I want to use it to hire a developer!\u003C/h2>\n\nIf you want more details on how this works for employers, go visit our \u003Ca href=\"http://blog.careers.stackoverflow.com/2015/01/27/hiring-developers-just-got-easier-with-our-new-targeting-feature/\">Stack Overflow Careers blog\u003C/a>. If you want to dive right in, you can post a job now and \u003Ca href=\"https://careers.stackoverflow.com/products/listings/?utm_source=careers-blog&utm_medium=blog&utm_campaign=careers-blog-product-pages-targeting#targeting\">fill out a targeting profile\u003C/a>. And if you already have a job running, you can edit it to add targeting for the rest of its run.\n\nThat's it! As always, if you have questions or comments feel free to post on \u003Ca href=\"http://meta.stackexchange.com/questions/tagged/careers\">Meta Stack Exchange in the 'Careers' tag\u003C/a>.","html","2015-01-27T12:00:00.000Z",{"current":379},"targeted-jobs-for-stack-overflow",[381,389,394,399],{"_createdAt":382,"_id":383,"_rev":384,"_type":385,"_updatedAt":382,"slug":386,"title":388},"2023-05-23T16:43:21Z","wp-tagcat-announcements","9HpbCsT2tq0xwozQfkc4ih","blogTag",{"current":387},"announcements","Announcements",{"_createdAt":382,"_id":390,"_rev":384,"_type":385,"_updatedAt":382,"slug":391,"title":393},"wp-tagcat-careers",{"current":392},"careers","Careers",{"_createdAt":382,"_id":395,"_rev":384,"_type":385,"_updatedAt":382,"slug":396,"title":398},"wp-tagcat-company",{"current":397},"company","Company",{"_createdAt":382,"_id":400,"_rev":384,"_type":385,"_updatedAt":382,"slug":401,"title":403},"wp-tagcat-stackoverflow",{"current":402},"stackoverflow","Stackoverflow","Targeted Jobs for Stack Overflow",[406,412,417,422],{"_id":407,"publishedAt":408,"slug":409,"sponsored":12,"title":411},"1d082483-6dc6-424b-8b09-9c84b54779da","2025-09-02T17:00:00.000Z",{"_type":10,"current":410},"back-to-school-developers-at-stack-overflow-have-some-advice-for-you","Back to school? Developers at Stack Overflow have some advice for you",{"_id":413,"publishedAt":408,"slug":414,"sponsored":12,"title":416},"5cd91820-9515-4be5-87ae-e919fd443c18",{"_type":10,"current":415},"getting-started-on-stack-overflow-a-step-by-step-guide-for-students","Getting started on Stack Overflow: a step-by-step guide for students",{"_id":418,"publishedAt":408,"slug":419,"sponsored":12,"title":421},"614538a9-c352-4024-adf1-fa44a9f911b6",{"_type":10,"current":420},"stack-overflow-is-helping-you-learn-to-code-with-new-resources","Stack Overflow is helping you learn to code with new resources",{"_id":423,"publishedAt":408,"slug":424,"sponsored":12,"title":426},"763b1d36-83d8-4178-9c2d-32d705ea1d7b",{"_type":10,"current":425},"introducing-your-newest-study-buddy-stackoverflow-ai","Introducing your newest study buddy: stackoverflow.ai",{"count":203,"lastTimestamp":428},"2023-05-25T09:45:54Z",["Reactive",430],{"$sarticleModal":431},false,["Set"],["ShallowReactive",434],{"sanity-pyZamhUKt7psrB19BH8KOdiOLtkyDH6QjKpasB3P-Rs":-1,"sanity-comment-wp-post-5057-1756979870132":-1},"/2015/01/27/targeted-jobs-for-stack-overflow"]