How do recruiters assess technical skills?

Leading firms employ multi-layered validation: automated coding assessments (HackerRank, Codility), live technical interviews with ex-CTOs or senior engineers, portfolio/GitHub reviews, reference checks with previous tech leads, and sometimes paid trial projects for contract roles. This rigorous vetting is crucial when evaluating specialized roles like DevSecOps Engineers or Platform Engineers.