Levidian Nanosystems offers credible early-career entry points through repeated internships, including at least one visible conversion into a permanent role. The biggest limits are sparse public detail on hiring stages and mixed signals on onboarding consistency, which keeps the fairness, support, and outcomes scores from moving higher.