Directionally Correct, A People Analytics Podcast #151 - Cara Christopher - HR Tech Voices Series Episode with Lightcast
Cara Christopher, the Chief Marketing Officer at Lightcast, joins the Directionally Correct podcast for our latest HR Tech Voices episode of 2025. In this episode, we discuss how Lightcast is the labor market intelligence company providing the essential external data and context layer for strategic HR decisions and the data backbone for future AI applications! Book a demo today with Lightcast!
Articles discussed:
Job Architecture is the Yellow Brick Road
Beyond The Buzz: Developing the AI Skills Employers Actually Need
Lightcast, formed from the merger of Emsi and Burning Glass, has spent over 25 years pioneering labor market intelligence by combining billions of global job postings, 1.2 billion career profiles, and government LMI sources into the world’s deepest external labor-market dataset. Serving enterprises, higher education, and public-sector clients worldwide, Lightcast delivers the outside-in perspective that internal HR data alone simply cannot provide.
The discussion dives deep into why Lightcast matters now more than ever for HR and people analytics leaders. Cole explains how he moved from being famously “skills negative” to championing Lightcast’s universal skills taxonomy and occupational framework as the only truly objective, market-validated way to build credible skills strategies. Cara and Cole explore real-world use cases: understanding true supply and demand, compensation benchmarking, competitive intelligence through Gain & Drain analysis, curriculum alignment for universities, regional economic planning, and building agile job architecture that can evolve with AI-driven change.
They unpack recent Lightcast research that cuts through the noise. “Beyond the Buzz” reveals that AI-related roles are not confined to tech (over half fall outside IT), AI skills already command a 28% salary premium (roughly $18,000/year), and disruption varies dramatically by occupation and career area. “The Tree of Value” unites the historically siloed fields of people analytics, strategic workforce planning, talent intelligence, and behavioral science under shared human-capital roots, showing how external data forms the connective tissue. “Job Architecture is the Yellow Brick Road” demonstrates how Lightcast data plus emerging skill agents enable dynamic, future-ready job families instead of static ones that break the moment the market shifts.
Looking ahead, Cole and Cara agree that as AI proliferates, the winners will not be the companies that build yet another chatbot, but those who secure high-quality, curated data as the semantic layer powering every AI application in HR. Lightcast is deliberately positioning itself as that trusted data backbone (via APIs, data shares, classification engines, and soon Beacon, a 2026 workflow-driven visualization platform) rather than just another visualization tool on the pile.
From Moscow, Idaho headquarters to global offices, sturgeon fishing on the Snake River to reigniting a D1 tennis career, the episode blends deep labor-market insight with personal chemistry, revealing why external labor market intelligence has finally moved from interesting to indispensable for forward-thinking HR leaders.
If you like this episode, you’d also love exploring prior episodes—visit colenapper.com for the full archive and show links.