{"id":447,"date":"2024-10-21T08:24:11","date_gmt":"2024-10-21T16:24:11","guid":{"rendered":"https:\/\/www.careervillage.org\/articles\/?p=447"},"modified":"2024-10-21T08:47:33","modified_gmt":"2024-10-21T16:47:33","slug":"how-coachs-career-development-activities-are-created","status":"publish","type":"post","link":"https:\/\/www.careervillage.org\/articles\/coach\/how-coachs-career-development-activities-are-created\/","title":{"rendered":"How Coach\u2019s Career Development Activities Are Created"},"content":{"rendered":"\n<p><strong>We&#8217;re lifting the hood on the activity development process for Coach, our AI career coaching platform.<\/strong><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-f0fce0f7bf21dd55863271b2d9470625\">In the rapidly evolving career development landscape, artificial intelligence offers new possibilities for providing personalized guidance at scale. At CareerVillage, we&#8217;ve been exploring this frontier with <a href=\"https:\/\/www.aicareercoach.org\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Coach<\/strong><\/a>, our AI-powered career coaching platform. Today, we&#8217;re lifting the hood into our activity development process, which may be valuable for organizations considering how to enhance their own career support systems.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Leveraging a Rich Knowledge Base<\/h3>\n\n\n\n<p class=\"has-link-color wp-elements-f23b20db4e1ca3c55ca2f0326e7766d3\">Our journey in career guidance began more than 13 years ago with the launch of <a href=\"http:\/\/careervillage.org\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>CareerVillage.org<\/strong><\/a>, a platform where professionals volunteer to answer career-related questions. This initiative has connected us with <strong>150,000+ professional volunteers<\/strong>, <strong>4 million+ learners<\/strong>, and a <strong>massive, growing, and openly available<\/strong> <strong>repository of career-related questions and advice<\/strong>.<br><br>This wealth of real-world career insights forms the foundation of our approach to AI-driven career guidance. It&#8217;s allowed us to identify common patterns, recurring challenges, and effective strategies across various career paths and industries. (It is important to note that Coach is <strong>not<\/strong> trained on CareerVillage user data. Instead, we\u2019ve trained Coach to point users to relevant Q&amp;A threads on CareerVillage.org.)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Collaborative Expertise<\/h3>\n\n\n\n<p>While all that professional knowledge provides a strong starting point, our team also collaborates with <strong>career experts<\/strong> to ensure Coach\u2019s guidance is relevant, accurate, and accessible.<\/p>\n\n\n\n<p class=\"has-link-color wp-elements-1186b5be3df4cfd497dace5b966b6f09\">During Coach\u2019s initial development and testing phases, we worked with <a href=\"https:\/\/www.aicareercoach.org\/about#coalition\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>more than 20 career development organizations<\/strong><\/a>, workforce boards, and educational institutions to co-design the tool, source the best career resources, and <a href=\"https:\/\/www.careervillage.org\/articles\/cv-updates\/ai-career-coach-coalition-joint-statement-on-the-application-of-ai-in-career-development\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>test it<\/strong><\/a> with a variety of learners, educators, and counselors around the world.&nbsp;<\/p>\n\n\n\n<p class=\"has-link-color wp-elements-1503ec2655561c2b6f868982c7950a53\">And now, we work with an <a href=\"https:\/\/www.aicareercoach.org\/advisors\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>advisory group of counselors, coaches, and advisors<\/strong><\/a> to develop and review new Coach activities.<\/p>\n\n\n\n<p>This collaborative approach ensures that our AI-driven guidance is grounded in both data-driven insights and expert human judgment.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">A Methodical Approach to Creating Career Development Activities<\/h3>\n\n\n\n<p>Creating effective career development activities for an AI platform requires a structured, thoughtful process. Here&#8217;s an overview of our methodology:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Idea Generation<\/strong>: We source ideas from user feedback, industry trends, and expert recommendations. This ensures our activities address real, current needs in the career development space.<\/li>\n\n\n\n<li><strong>Prioritization<\/strong>: We evaluate potential activities using two frameworks:\n<ul class=\"wp-block-list\">\n<li class=\"color: #000000\">Our <a href=\"https:\/\/www.aicareercoach.org\/measuring-career-readiness\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Career Readiness Impact Model<\/strong><\/a>, based on academic research<\/li>\n\n\n\n<li>Our Activity Prioritization Framework, which assesses relevance to specific learner populations (e.g., community college students or job training program participants), potential quality, and technical feasibility<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Expert Design<\/strong>: Career counselors and coaches in the working group create detailed activity outlines, providing a step-by-step guide and learning goals for each activity.<\/li>\n\n\n\n<li><strong>Peer Review<\/strong>: Other members of the advisory group thoroughly review these outlines to ensure accuracy and completeness.<\/li>\n\n\n\n<li><strong>Technical Implementation<\/strong>: Our technical team builds activities to exact specifications, ensuring they align with learning objectives.<\/li>\n\n\n\n<li><strong>Testing and Iteration<\/strong>: We conduct internal testing followed by controlled user testing, labeled &#8220;in testing!&#8221; to gather real-world feedback. Activities are then adjusted, based on feedback they receive.<\/li>\n<\/ol>\n\n\n\n<p>This rigorous process ensures that each activity is relevant and effective and aligns with best practices in career development.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.careervillage.org\/wp-content\/uploads\/2024\/10\/activity-development-image-1024x576.png\" alt=\"Image: How Coach's career development activities are created\" class=\"wp-image-452\" style=\"border-radius:20px\" srcset=\"https:\/\/www.careervillage.org\/wp-content\/uploads\/2024\/10\/activity-development-image-1024x576.png 1024w, https:\/\/www.careervillage.org\/wp-content\/uploads\/2024\/10\/activity-development-image-300x169.png 300w, https:\/\/www.careervillage.org\/wp-content\/uploads\/2024\/10\/activity-development-image-768x432.png 768w, https:\/\/www.careervillage.org\/wp-content\/uploads\/2024\/10\/activity-development-image-1536x864.png 1536w, https:\/\/www.careervillage.org\/wp-content\/uploads\/2024\/10\/activity-development-image.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">The Future of Career Development<\/h3>\n\n\n\n<p>The integration of AI into career development opens up exciting possibilities. It allows for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Personalized guidance at scale, delivered at a consistent high quality<\/li>\n\n\n\n<li>24\/7 accessibility to career support<\/li>\n\n\n\n<li>Data-driven insights into career development trends and needs<\/li>\n<\/ul>\n\n\n\n<p class=\"has-link-color wp-elements-b2224893f45e28e31a17fa9706e6319f\">It&#8217;s important to note that <strong>AI is not a replacement for human expertise<\/strong>. Rather, it&#8217;s a powerful tool to augment and extend the reach of career development professionals. In fact, multiple studies, including a small pilot study conducted by <a href=\"http:\/\/generation.org\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Generation.org<\/strong><\/a> using Coach, have found that learners prefer a hybrid approach that includes human and AI coaching (<a href=\"https:\/\/static1.squarespace.com\/static\/65cd46025ab807342db7d011\/t\/66d77db6ff42c1695281b16d\/1725398455940\/White+Paper%2C+Evaluating+Career+Development+Outcomes+for+Coach.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>view our whitepaper<\/strong><\/a>).<\/p>\n\n\n\n<p class=\"has-link-color wp-elements-d6a7a1cd524d02edac59dd89f67ca095\">We hope these insights into our development process have been valuable. If you&#8217;re interested in learning more about AI-driven career development or have insights of your own to share, we&#8217;d love to <a href=\"https:\/\/www.aicareercoach.org\/partner\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>hear from you<\/strong><\/a>. The future of career guidance is a collaborative effort, and we&#8217;re excited to be part of the movement to make career readiness a reality for all.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We&#8217;re lifting the hood on the activity development process for Coach, our AI career coaching platform.<\/p>\n","protected":false},"author":16,"featured_media":454,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[75,79,84,85,83,81,82],"class_list":["post-447","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-coach","tag-ai","tag-ai-advice","tag-ai-career-coach","tag-career-development","tag-career-readiness","tag-careervillage","tag-coach"],"_links":{"self":[{"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/posts\/447","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/comments?post=447"}],"version-history":[{"count":16,"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/posts\/447\/revisions"}],"predecessor-version":[{"id":465,"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/posts\/447\/revisions\/465"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/media\/454"}],"wp:attachment":[{"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/media?parent=447"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/categories?post=447"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.careervillage.org\/articles\/wp-json\/wp\/v2\/tags?post=447"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}