Design, execute, and evaluate A/B tests and other experiments Develop and refine performance metrics, agent incentive models, and operational KPIs Collaborate with Product, Risk, and Operations teams Build and automate data pipelines, dashboards, and monitoring systems Forecast performance and model financial outcomes Communicate findings clearly to non-technical stakeholders