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The Automation Test Engineer role involves designing and maintaining automated tests, providing insights into transaction lifecycles, and participating in SCRUM processes. Responsibilities include executing regression tests, identifying defects, and collaborating with teams to clarify business requirements while continuously improving automation frameworks.