The key advantage of using microservices architecture in software development is its ability to enhance scalability and flexibility. By breaking down applications into smaller, independent services, teams can develop, deploy, and scale components independently, facilitating faster development cycles and easier maintenance. This architecture allows for more agile responses to changes in requirements and can improve overall system resilience.