Episode 348 | AI Won’t Work with Your Bad Job Data: Learn How to Fix It

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

👉 Connect with AJ and the JDXpert team on LinkedIn or visit jdxpert.com to learn more. 

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