Moving into AI should not cost you five years of your careerFrontend / Full-stack / Backend → AI Engineer.Upload a CV or LinkedIn PDF. The AI Career Transition Map connects visible production experience to the closest AI role family, transferable strengths, proof gaps, and one bounded production project.The recommendation is based on self-reported production evidence. It is not an employment forecast and does not guarantee an offer or salary.