The Software Engineer, ML Ops and Platform at Tools for Humanity will be pivotal in managing the machine learning lifecycle for a large-scale biometric recognition system. This role involves designing and operating critical infrastructure, maintaining CI/CD workflows, and developing secure APIs for data access. Candidates should have over five years of experience in building ML infrastructure and a solid understanding of modern development practices.