AI Won’t Work with Your Bad Job Data: Learn How to Fix It

What you'll learn:

Everyone’s talking about AI — but few are actually making it work. In this episode of Millennium Live, we sit down with AJ Naddell, Senior Vice President of Product at JDXpert, to cut through the AI hype and talk about what really matters: clean, structured job data. From blockchain buzzwords to broken data pipelines, AJ breaks down the real reason so many HR teams struggle to get value from AI, how to fix it, and how poor data quality costs organizations millions every year.

Key Topics Include:

  • How to clean, connect, and structure your job, pay, and skills data before layering in AI

  • What job architecture really means (and why 50% of enterprises are rebuilding theirs right now)

  • How AI can supercharge job architecture to improve skills mapping, compensation, career pathing, and retention

About the presenter(s)

AJ Naddell headshot

AJ Naddell

Senior Vice President, Product, JDXpert

AJ Naddell leads product strategy and innovation at JDXpert, leveraging his extensive background in software leadership across industries. With a focus on AI and SaaS, AJ has been instrumental in driving product growth at companies like IBM, Imageware, and TECH5. His expertise has resulted in successful product launches and transformative business outcomes.

AJ is known for fostering product excellence, aligning teams for success, and turning complex challenges into growth opportunities. He is committed to enhancing user experience and streamlining product development with innovative approaches.

AJ earned a Bachelor of Science in Business Administration (Marketing) from the Olin Business School at Washington University in St. Louis. Outside of work, he enjoys hiking, playing tennis and pickleball, and is a classically trained trumpeter and orchestra conductor.