The role of Senior Software Engineer (ML QA) at Graphcore involves building software that validates the company's machine learning stack, ensuring reliable product delivery. The key responsibilities include designing test infrastructure, creating scalable test frameworks, and mentoring junior engineers. Required skills encompass strong Python programming, experience in building CI/CD pipelines, and familiarity with C or C++.