The Software Engineer II, Machine Learning at Affirm is responsible for developing a self-serve platform that enhances data creation and serving for machine learning applications. This role involves designing and launching backend systems using technologies such as AWS and Kubernetes, while ensuring the solutions are scalable and efficient. Candidates should have at least 1.5 years of software engineering experience, be proficient in Python or Kotlin, and possess strong communication skills.