The Software Engineer, ML Ops and Platform at Tools for Humanity will be vital in managing the machine learning lifecycle, ensuring the infrastructure's reliability and observability for a global biometric recognition system. Key responsibilities include designing and operating production-grade pipelines, maintaining CI/CD workflows, and developing secure APIs for data access. Candidates should have over 5 years of experience in building ML infrastructure and a strong background in backend engin