Life360 is seeking a Staff Machine Learning Engineer to architect the intelligence layer behind its location-based platform. This hands-on role involves designing and leading end-to-end ML systems to enhance understanding of movement and context, collaborating with data science and engineering teams, and championing operational excellence.