Senior Research Scientist for Network Anomaly Detection We are part of the AWS Networking organization. Our mission is to process network telemetry messages and interpret them in a way which monitors the network effectively. Our goal is to detect impact to customer traffic and fix the root cause within seconds. The network is the largest and fastest growing network in the world. The customer traffic we are monitoring is your traffic because thousands of apps and websites that you use are based on AWS. Our traditional monitoring services are critical to the smooth running of the network and those services are truly large scale - processing over 30 million observations per second. The services are predominantly written in Java on Linux and they are large - even by Amazon standards. They are distributed over thousands of hosts in hundreds of global locations and operate at higher than "five nines" availability. In 2018 we began to incorporate anomaly detection techniques into our suite. We
- You have a Ph.D. or equivalent in a discipline of physical science, mathematics, applied statistics, or similar. - You have several years of post-academic experience with quantitative statistics, including regressions, analysis of variance, multilevel models, structural equation models, or clustering techniques. You have a mastery or expert knowledge in at least one of these areas. - You have several years of broad scientific experience. You can discuss in depth the widely known scientific methods, and you can apply the right methods to design and build a working, scalable system which solves