The Data Analyst role at Prolific focuses on managing analytics throughout the participant lifecycle to enhance user experience and marketplace sustainability. Key responsibilities include developing metrics and dashboards with SQL and Python, analyzing user behavior, and designing experiments. Candidates should possess strong technical skills in SQL and Python, along with a background in lifecycle analysis and stakeholder management.