The role of Software Engineer at Stripe focuses on developing software solutions that cater to the complex tax needs of large customers. Key responsibilities include managing project deliveries independently, collaborating with various stakeholders, and debugging production issues. Candidates should have a minimum of 2 years of software engineering experience, strong coding abilities, and effective collaboration skills.