/tags/resume/ Recent bookmarks tagged #resume Mon, 02 Nov 2026 08:24:52 +0000 https://arxiv.org/abs/2509.00462 The bias against human-written resumes is particularly substantial, with self-preference bias ranging from 67% to 82% across major commercial and open-source models. To assess labor market impact, we simulate realistic hiring pipelines across 24 occupations. These simulations show that candidates using the same LLM as the evaluator are 23% to 60% more likely to be shortlisted than equally qualified applicants submitting human-written resumes, with the largest disadvantages observed in business-related fields such as sales and accounting. We further demonstrate that this bias can be reduced by more than 50% through simple interventions targeting LLMs' self-recognition capabilities. These findings highlight an emerging but previously overlooked risk in AI-assisted decision making and call for expanded frameworks of AI fairness that address not only demographic-based disparities, but also biases in AI-AI interactions.<br/> <p><strong>Tags:</strong> #ai #career #jobs #llms #resume</p> Sat, 02 May 2026 18:29:47 +0000 linkding-ssg:bookmark:38504 ai career jobs llms resume https://phoenixtrap.com/2025/10/14/treating-my-resume-like-infrastructure/?utm_source=FuckOff&utm_medium=FuckOff Most job appli­ca­tions today are screened by AI-​driven appli­cant track­ing sys­tems (ATS) before a human ever sees them. That means for­mat­ting con­sis­ten­cy, key­word align­ment, and clar­i­ty aren’t just nice to have — they’re sur­vival traits. Manually tai­lor­ing each ver­sion is slow and error-prone.<br/> <p><strong>Tags:</strong> #career #documents #jobs #resume #tools</p> Tue, 14 Oct 2025 16:25:01 +0000 linkding-ssg:bookmark:37808 career documents jobs resume tools http://www.randsinrepose.com/archives/2007/02/25/a_glimpse_and_a_hook.html "The terrifying reality regarding your resume is that for all the many hours you put into fine-tuning, you've got 30 seconds to make an impression on me. Maybe less."<br/> <p><strong>Tags:</strong> #career #jobs #resume</p> Thu, 05 Apr 2007 07:14:17 +0000 linkding-ssg:bookmark:8838 career jobs resume http://www.rklau.com/tins/archives/2006/10/03/resume_as_a_wiki.php "Yes, the irony of a guy who once worked for the premiere wiki software company just now realizing the benefits of using a wiki in this case is, well… let’s not go any further. I get it, OK?"<br/> <p><strong>Tags:</strong> #resume #wiki</p> Wed, 08 Nov 2006 18:42:00 +0000 linkding-ssg:bookmark:8004 resume wiki