Undergraduate or postgraduate degree in a STEM field Extensive post/undergraduate experience in data science machine learning or any field employing computational science or data driven analyses Programming experience in Python 0 2 years experience working on real world machine learning models and pipelines You will Mine large scale and high dimensional data identify patterns and visualize trends Create predictive models using supervised learning techniques to detect and stop the most sophisticated threats Innovate new semisupervised and online learning techniques to enhance our threat detection capabilities and reduce nuisance false positives for our customers. Work closely with domain experts to improve our raw data and to derive more value from data collected Hone your ability to balance detailoriented research with goaloriented business objectives Implement and experiment with new algorithms and methodologies to help improve our machine learning models Automate and visualize analyses results and processes in our machine learning pipeline