Hiring AI Engineers Who’ve Actually Shipped

Every resume says “AI.” Very few have shipped it. The AI engineer you need has already put a model in front of real users, watched it break, and fixed it. That person is rare, and your job post is probably not finding them. In 2026 almost every engineering resume lists LangChain, RAG and a chatbot […]

The Job Description Is Dead. Here’s What’s Replacing It.

 May 2026  |  3 min read TL;DR:  70% of employers have switched to skills-based hiring, evaluating candidates on what they can actually do, not where they went to school. It leads to better hires, longer retention, and a bigger talent pool. If your job postings still lead with degree requirements, you’re filtering out your best candidates. Most job […]