JobsJanuary 19, 2026
This guide explains how to reskill for AI with a clear, project-focused approach: perform a three-column skills audit, follow a 3/6/12-month learning roadmap, choose cost-effective programs, and validate skills with public projects and certifications. It includes financing options, interview checklists, and three real-world case studies with timelines and costs.
JobsJanuary 19, 2026
This article compares AI hiring tools and human recruiters across speed, accuracy, fairness, and ROI. It gives vendor-agnostic evaluation criteria, cost and implementation roadmaps, vendor profiles, case studies, and a pilot checklist. Core recommendation: run narrow pilots with human-in-the-loop governance and rigorous fairness testing before scaling.