APPLE INC has the following available in Cupertino, California and various unanticipated locations throughout the USA. Design and develop software for cellular software integration systems. Research and develop smart degrade handling solution for Apple Cellular Software Integration. Research algorithm for smart degrade handling. Set up integration automation to collect source code change and test failure signature data. Train machine learning model to predict offensive ticket causing software regression. Continuously improve the prediction accuracy and shorten the software recovery cycle. Deploy the model to cloud based production server and keep service running stable. Research and apply machine learning algorithm to software integration domain based on good understanding of Apple cellular software architecture and test failure patterns. Develop Apple Cellular Software quality and livability web portal. Develop mainline health monitoring dashboard. Define the livability Web APIs to enable component and QA team to visualize test result. Define and create statistic dashboard to provide build quality summary and highlights. Maintain stable web service to provide 24x7 Apple cellular software quality info. to large internal audience.