Manex AI offers a credible early-career entry point through a 0–2 year “Junior Product Impact Engineer” role and visible intern routes, paired with a clearly time-boxed interview process. The score is capped by limited pay transparency (no salary ranges) and a lack of publicly verifiable early-career outcomes like promotions, retention, or review volume.