Large companies may use degrees as an early screening filter, and for some candidates, visa/H-1B realities make formal education especially relevant. But portfolios, certifications, real AI projects, and strong experience are also helping career switchers get past the “no AI degree” problem. The bigger question is what happens before a recruiter or hiring manager ever sees your projects: Does a degree get you through the first filter? For someone coming from Salesforce, QA, data, support, or testing, the answer may depend heavily on the company and role. Does a CS degree still matter — yes, no, or only for the first job?