Algolysis Ltd – Nicosia – Algolysis Ltd ( ) is seeking to recruit an experienced Researcher in Machine Learning (R2/R3) who will lead the development of reinforcement learning methodologies for failure prediction on storage devices monitored by our flagship DriveNest ( ) platform. DriveNest is a sophisticated, platform for monitoring hundreds of thousands of computer storage devices aiming to prevent data losses by utilizing crowd-sourced device metrics for early failure detection. The successful candidate will devise sophisticated predictive models, using Reinforcement and/or Deep Learning, to accurately identify soon-to-fail storage devices. The activities to be carried out will cover all the stages of the ML learning lifecycle, i.e. specifying the challenge, data preparation, (multi) model specification, training and evaluation, and an experimental accuracy evaluation over unknown data. This is a 12-month, Full-time position with a competitive salary and a relocation package supported through the competi… – Temporary – Full-time