Staff Engineer, Aviatrix Systems

• 7+ software experience developing and operating large scale, highly available distributed systems in networking or cloud services
• Domain knowledge in networking. (OSI stack, BGP, IP, TCP, UDP, HTTP, DNS; Linux network stack, SDN, network automation)
• Proficiency in Golang (preferred), Python, Java or C/C++
• Experience with big data pipeline technologies (e.g.,Hadoop, Storm, Spark, Kafka, Flink)
• Experience with Data Science (Machine Learning) Tools/Systems: Familiar with core Data Science Concepts: Anomaly Detection, Clustering, Classification, Association Rule Mining, Regression, Pattern Recognition, Intelligent Systems, Intelligent Data Analysis, Artificial
• Experience with Cloud Platforms a plus

Desirable

• We are searching for a Staff Software Engineer to staff Aviatrix Engineering network analytics team. The team is responsible for developing enterprise solutions that monitor, alert, react and provide insights based on real-time network telemetry data
• Build infrastructure for efficient data acquisition, data cleaning, data augmentation, model training and visualization
• Evaluate and Implement the ML/Deep learning models from research papers and other public internet resources
• Lead and coordinate data acquisition strategy and best modeling practices cross team
• Develop production code for feature processing, model prediction, serving, and monitoring in both real-time and batch scenarios
• Participate in the entire software lifecycle – development, testing and production operations
• Be a key role in growing and mentoring the ML/data science team