The team has already introduced anomaly detection into its core pipelines to identify upstream definition changes before they affect revenue reporting, but the next step is to develop predictive capabilities that show how proposed product and data-model changes could affect financial results before those changes are released. For candidates living in San Francisco / Bay Area, San Jose, New York City, or Seattle metros, the expected total cash compensation (base salary + variable pay, if applicable) range for the role is currently $234,600.00 - $303,600.00.