Do You Need a Content Engineer? w/ AirOps’ Josh Spilker
About this episode
Ross and Josh Spilker discuss the emerging role of the content engineer and its impact on SEO and content operations.
Ross sits down with Josh Spilker, Content Marketing & SEO Lead at AirOps, to unpack the rise of the content engineer — what it means, why it matters, and how it’s reshaping SEO and content operations. They dive into Ryan Law’s critique, hybrid-AI workflows, org-chart ownership, automation opportunities, and why Josh believes AI doesn’t kill content — it rewires strategy. Plus: the “context librarian” concept, content refresh automation, spotting slipping queries, using multiple models together, and avoiding low-quality AI traps. Show Notes: 0:08 – What is a “content engineer” and why the role is emerging 1:17 – How content engineering evolved from early UX concepts 2:13 – Who fits best in this role: writers, SEOs, or automation pros? 3:39 – Ryan Law’s critique: “I wouldn’t hire a content engineer” 4:51 – Internal linking as a powerful semi-automated workflow 5:56 – From manual outlines to AI-assisted research and briefs 6:48 – Balancing AI workflows and human-led quality control 7:24 – Why “Director of Automation” might better describe the role 8:35 – Who should lead content automation inside organizations 9:15 – AI text generation vs. hybrid workflows: what’s really working…
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