Secure Machine Learning Research Associate

The Alan Turing Institute is the UK's national institute for data science and artificial intelligence. The Institute is named in honour of the scientist Alan Turing and its mission is to make great leaps in data science and artificial intelligence research in order to change the world for the better. Machine learning (ML) is rapidly entering a diverse array of real-world applications including: medical treatment decision-making, financial modelling, and defence & security. Often, personal data is required in ML systems for two purposes – training, where especially in deep learning, the volumes required for effective systems can be vast, and for inference. As such, there is a strong requirement for the development of practical and provable ways to ensure the privacy of individuals when their data is used for such purposes.