AI Hiring Bias: Job Seekers Discrimination and Algorithmic Bias episode artwork

EPISODE · Mar 2, 2026 · 30 MIN

AI Hiring Bias: Job Seekers Discrimination and Algorithmic Bias

from Employee Survival Guide® · host Mark Carey | Employment Lawyer & Employee Advocate

Send us Fan MailAre you tired of the AI hiring bias? Join Mark Carey in this eye-opening episode of the Employee Survival Guide® as he unpacks the complexities of the modern hiring landscape, dominated by AI and automated employment decision tools (AEDTs). The emotional rollercoaster of the AI hiring bias and job applications—from the thrill of discovering the ideal job posting to the crushing disappointment of rejection—is all too familiar. But what if we told you that many of those rejections come not from a human, but from an algorithm? As we delve into the alarming reality of how the AI hiring bias and how algorithms filter applications without any human oversight, it's crucial for job seekers to understand the mechanics behind these systems. Carey introduces the concept of the 'black box' in hiring, where opaque algorithms can lead to discriminatory outcomes, AI hiring bias, leaving applicants in the dark about why they were overlooked. With the rise of AI hiring bias and the potential for discrimination based on race, age, gender, and more, knowledge is power in navigating this treacherous terrain. But fear not! Carey shares invaluable strategies for job seekers to enhance their resumes and beat the bots. Learn how to effectively mirror job descriptions and utilize simple formatting to increase your chances of getting noticed. This episode is packed with practical tips that empower you to take control of your job search process, transforming you from a passive candidate into an active participant in your career development. We also explore the legal implications surrounding employment discrimination, including the importance of bias audits and understanding your rights as an applicant. Whether you're facing issues like hostile work environments, retaliation, or discrimination based on disability or pregnancy, this episode equips you with the knowledge to advocate for yourself. The Employee Survival Guide® is not just about surviving the job market; it's about thriving within it. Ultimately, Mark Carey encourages listeners to embrace their power in a system that often feels rigged against them. By understanding the intricacies of AI in hiring and knowing your employee rights, you can navigate the employment landscape with confidence. Tune in for a compelling discussion that not only highlights the challenges of the job search but also offers actionable insights to empower you on your journey. Don’t let algorithms dictate your future—take charge of your career today!  If you enjoyed this episode of the Employee Survival Guide please like us on Facebook, X and LinkedIn.  We would really appreciate if you could leave a review of this podcast on your favorite podcast player such as Apple Podcasts and Spotify. Leaving a review will help other employees find the Employee Survival Guide.  For more information, please contact our employment attorneys at Carey & Associates, P.C. at 203-255-4150, www.capclaw.com.Disclaimer:  For educational use only, not intended to be legal advice. 

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Send us Fan Mail Are you tired of the AI hiring bias? Join Mark Carey in this eye-opening episode of the Employee Survival Guide® as he unpacks the complexities of the modern hiring landscape, dominated by AI and automated employment decision tools (AEDTs). The emotional rollercoaster of the AI hiring bias and job applications—from the thrill of discovering the ideal job posting to the crushing disappointment of rejection—is all too familiar. But what if we told you that many of those rejecti...

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AI Hiring Bias: Job Seekers Discrimination and Algorithmic Bias

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This episode was published on March 2, 2026.

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