Design and develop machine learning system infrastructures and core algorithms for the company’s Log Intelligence Engine product
Develop the core algorithms to support real-time keyword and phrase extraction, anomaly event detection, similar log entry grouping, principal log pattern extraction using various machine learning technologies such as artificial neural networks, NLP, etc.
Build the feature of leveraging the extracted log patterns to achieve lossless log compression for reducing the customer’s storage footprint
Develop new Restful APIs for new features of the company’s product
Development incident prediction systems; improve I/O streaming
Requirements
Master’s degree in Computer Science with coursework in Course works in applied machine learning and advanced information retrieval