Postdoctoral Research Associate in the Mathematical Foundations of Data Science

Key Skills

Data science techniques, Effective communication skills, Machine learning techniques

Job Description

Mathematical Institute, Andrew Wiles Building, Radcliffe Observatory Quarter, Woodstock Road, Oxford

We invite applications for a Postdoctoral Research Associate to work on an exciting new project to address significant mathematical and engineering challenges arising from multidimensional big data.

The position will be based at the Mathematical Institute, and form a key part of a substantial new Centre for Intelligent Multidimensional Data Analysis (CIMDA) funded by the Hong Kong Innovation and Technology Commission. It is available full time for 12 months. The position is available for an immediate start.

The successful candidate will work with leading researchers in stochastic analysis and data science at Oxford as part of a larger, multidisciplinary team. They will manage and conduct their own academic research and administrative activities, write up their results for publication and participate fully in the activities of the research community at Oxford. Potential research directions include, but are not limited to, scalable optimization algorithm development and analysis; stochastic processes and rough paths; reduced precision and parallel-in-time computations; high-dimensional matrices and tensors and their decompositions; hypergraphs models; learning of non-Euclidean data; and sparse deep neural networks.

• Applicants will have, or be close to completing, a PhD in mathematics or a related discipline, and possess sufficient specialist knowledge and research experience in one or more of the areas of data science, machine learning, numerical analysis, optimization, scientific computing and their applications, to work within established research programmes.
• They will have excellent communication skills, including the ability to write for publication, present research proposals and results, and represent the research group at meetings.

Please direct informal enquiries to the Recruitment Coordinator (email: recruitment@maths.ox.ac.uk), quoting vacancy reference 172244.

• Applicants will be selected for interview purely based on their ability to satisfy the selection criteria as outlined in full in the job description.
• You will be required to upload a statement setting out how you meet the selection criteria, a curriculum vitae including full list of publications, a statement of research interests, and the contact details of two referees as part of your online application.
• (NOTE: Applicants are responsible for contacting their referees and making sure that their letters are received by the closing date).

Applications for this vacancy are to be made online. For more information and to apply on-line, please click the above Apply button.

Only applications received before 12.00 noon UK time on Wednesday 15 May 2024 can be considered.