{"id":400428,"date":"2026-04-08T18:00:00","date_gmt":"2026-04-09T00:00:00","guid":{"rendered":"https:\/\/blog.bioconductor.org\/posts\/2026-04-09-developer-engagement\/"},"modified":"2026-04-08T18:00:00","modified_gmt":"2026-04-09T00:00:00","slug":"developer-engagement-and-bioconductor","status":"publish","type":"post","link":"https:\/\/www.r-bloggers.com\/2026\/04\/developer-engagement-and-bioconductor\/","title":{"rendered":"Developer Engagement and Bioconductor"},"content":{"rendered":"<!-- \r\n<div style=\"min-height: 30px;\">\r\n[social4i size=\"small\" align=\"align-left\"]\r\n<\/div>\r\n-->\r\n\r\n<div style=\"border: 1px solid; background: none repeat scroll 0 0 #EDEDED; margin: 1px; font-size: 12px;\">\r\n[This article was first published on  <strong><a href=\"https:\/\/blog.bioconductor.org\/posts\/2026-04-09-developer-engagement\/\"> Bioconductor community blog<\/a><\/strong>, and kindly contributed to <a href=\"https:\/\/www.r-bloggers.com\/\" rel=\"nofollow\">R-bloggers<\/a>].  (You can report issue about the content on this page <a href=\"https:\/\/www.r-bloggers.com\/contact-us\/\">here<\/a>)\r\n<hr>Want to share your content on R-bloggers?<a href=\"https:\/\/www.r-bloggers.com\/add-your-blog\/\" rel=\"nofollow\"> click here<\/a> if you have a blog, or <a href=\"http:\/\/r-posts.com\/\" rel=\"nofollow\"> here<\/a> if you don't.\r\n<\/div>\n \n\n\n\n\n\n<section id=\"introduction\" class=\"level2\">\n<h2 class=\"anchored\" data-anchor-id=\"introduction\">Introduction<\/h2>\n<p>During the Chan Zuckerberg Institute\u2019s <a href=\"https:\/\/blog.bioconductor.org\/posts\/2024-07-12-czi-eoss6-grants\/\" rel=\"nofollow\" target=\"_blank\">Essential Open Source Software for Science<\/a> cycle 6 funding round, the Bioconductor Community Manager, Maria Doyle, secured a grant to fund a developer engagement position for Bioconductor, and I was fortunate enough to be offered that role. I am Nick Cooley, and I\u2019m excited to see what this role can bring to Bioconductor. My background is relatively diverse, I received my PhD in organic chemistry from the University of Missouri, and I worked on prokaryotic genomics and functional genomics at the University of Pittsburgh from 2017 to 2025.<\/p>\n<\/section>\n<section id=\"role-responsibilities\" class=\"level2\">\n<h2 class=\"anchored\" data-anchor-id=\"role-responsibilities\">Role responsibilities<\/h2>\n<p>The mandate of this role is somewhat broad. Bioconductor, and academic computing generally face a myriad of distinct and interrelated challenges as hardware, computing paradigms, and education environments change rapidly. Improving developer resources for tackling new and existing challenges, modernizing Bioconductor developer onboarding materials (particularly for early career researchers), and improving recognition mechanisms for community members who volunteer time and effort to the Bioconductor project are all general themes within the role scope.<\/p>\n<\/section>\n<section id=\"some-specific-efforts\" class=\"level2\">\n<h2 class=\"anchored\" data-anchor-id=\"some-specific-efforts\">Some Specific Efforts<\/h2>\n<p>A few of the specific efforts I\u2019ll be working on in this role include:<\/p>\n<section id=\"developer-forum\" class=\"level3\">\n<h3 class=\"anchored\" data-anchor-id=\"developer-forum\">Developer Forum<\/h3>\n<p>The <a href=\"https:\/\/bioconductor.org\/developers\/developers-forum\/\" rel=\"nofollow\" target=\"_blank\">Developer Forum<\/a> had previously been run on a volunteer basis, and served as a community resource for discussing technical and infrastructure issues, concerns, and opportunities. The creation of the Developer Engagement Lead allowed us include the Forum as direct responsibility of this role.<\/p>\n<\/section>\n<section id=\"developer-champions-program\" class=\"level3\">\n<h3 class=\"anchored\" data-anchor-id=\"developer-champions-program\">Developer Champions Program<\/h3>\n<p><a href=\"https:\/\/workinggroups.bioconductor.org\/\" rel=\"nofollow\" target=\"_blank\">Bioconductor working groups<\/a> have been a pillar of Bioconductor for a while, and represent a considerable amount of volunteer work towards the project. Improving the visibility of the working groups themselves, and the recognition that project contributors receive for their participation in the working groups can go a long way towards ensuring that that work is valued by contributors home institutions and funding mechanisms. The Champions Program aims to create a clear recognition mechanism for those volunteer efforts.<\/p>\n<\/section>\n<section id=\"bioconductor-hackathon-events\" class=\"level3\">\n<h3 class=\"anchored\" data-anchor-id=\"bioconductor-hackathon-events\">Bioconductor hackathon events<\/h3>\n<p>Community and collaboration are irreplaceable engines of strong research. Many Bioconductor contributors find community and collaboration within their own disciplines or institutions. Providing an avenue for collaborative and technical events within Bioconductor can fill persistent gaps in the the research tooling present in the project, and present networking opportunities for early career researchers. Part of this role is <a href=\"https:\/\/bioconductor.org\/developers\/bioccommits\/\" rel=\"nofollow\" target=\"_blank\">planning and running these events<\/a>.<\/p>\n<\/section>\n<section id=\"bioconductor-documentation-and-llms\" class=\"level3\">\n<h3 class=\"anchored\" data-anchor-id=\"bioconductor-documentation-and-llms\">Bioconductor documentation and LLMs<\/h3>\n<p>The ways that researchers search for information, tools, and workflow examples are changing with the rise of large language models and their interfaces. There are opportunities for improving how bioinformaticians, especially those outside of the Bioconductor community, find and familiarize themselves with research solutions within the Bioconductor project, including through improvements to website search and documentation discoverability. A long term goal of this role is to work on documentation templates and checking tools to improve their searchability by LLMs, and explore the feasibility of Bioconductor sanctioned and managed LLMs.<\/p>\n<\/section>\n<\/section>\n<section id=\"how-to-get-in-touch\" class=\"level2\">\n<h2 class=\"anchored\" data-anchor-id=\"how-to-get-in-touch\">How to get in touch<\/h2>\n<p>For developer discussions and ideas, the <a href=\"https:\/\/chat.bioconductor.org\/\" rel=\"nofollow\" target=\"_blank\">Bioconductor Zulip<\/a> is the best place to connect.<\/p>\n\n\n<\/section>\n\n<p>\n\u00a9 2026 Bioconductor. Content is published under <a href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\" rel=\"nofollow\" target=\"_blank\">Creative Commons CC-BY-4.0 License<\/a> for the text and <a href=\"https:\/\/opensource.org\/licenses\/BSD-3-Clause\" rel=\"nofollow\" target=\"_blank\">BSD 3-Clause License<\/a> for any code. | <a href=\"https:\/\/www.r-bloggers.com\/\" rel=\"nofollow\" target=\"_blank\">R-Bloggers<\/a>\n<\/p> \n<div style=\"border: 1px solid; background: none repeat scroll 0 0 #EDEDED; margin: 1px; font-size: 13px;\">\r\n<div style=\"text-align: center;\">To <strong>leave a comment<\/strong> for the author, please follow the link and comment on their blog: <strong><a href=\"https:\/\/blog.bioconductor.org\/posts\/2026-04-09-developer-engagement\/\"> Bioconductor community blog<\/a><\/strong>.<\/div>\r\n<hr \/>\r\n<a href=\"https:\/\/www.r-bloggers.com\/\" rel=\"nofollow\">R-bloggers.com<\/a> offers <strong><a href=\"https:\/\/feedburner.google.com\/fb\/a\/mailverify?uri=RBloggers\" rel=\"nofollow\">daily e-mail updates<\/a><\/strong> about <a title=\"The R Project for Statistical Computing\" href=\"https:\/\/www.r-project.org\/\" rel=\"nofollow\">R<\/a> news and tutorials about <a title=\"R tutorials\" href=\"https:\/\/www.r-bloggers.com\/how-to-learn-r-2\/\" rel=\"nofollow\">learning R<\/a> and many other topics. <a title=\"Data science jobs\" href=\"https:\/\/www.r-users.com\/\" rel=\"nofollow\">Click here if you're looking to post or find an R\/data-science job<\/a>.\r\n\r\n<hr>Want to share your content on R-bloggers?<a href=\"https:\/\/www.r-bloggers.com\/add-your-blog\/\" rel=\"nofollow\"> click here<\/a> if you have a blog, or <a href=\"http:\/\/r-posts.com\/\" rel=\"nofollow\"> here<\/a> if you don't.\r\n<\/div>","protected":false},"excerpt":{"rendered":"\n<p>Introduction<br \/>\nDuring the Chan Zuckerberg Institute\u2019s Essential Open Source Software for Science cycle 6 funding round, the Bioconductor Community Manager, Maria Doyle, secured a grant to fund a developer engagement position for Bioconductor, and&#8230;<\/p>\n","protected":false},"author":3101,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[],"aioseo_notices":[],"jetpack-related-posts":[],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/posts\/400428"}],"collection":[{"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/users\/3101"}],"replies":[{"embeddable":true,"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/comments?post=400428"}],"version-history":[{"count":1,"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/posts\/400428\/revisions"}],"predecessor-version":[{"id":400429,"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/posts\/400428\/revisions\/400429"}],"wp:attachment":[{"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/media?parent=400428"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/categories?post=400428"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.r-bloggers.com\/wp-json\/wp\/v2\/tags?post=400428"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}