Research Associate in Mathematics for Deep Learning

Location
Bath, Somerset (GB)
Salary
£34,304 - £40,927 per annum
Posted
29 Jun 2022
End of advertisement period
12 Jul 2022
Ref
CC9557
Contract Type
Fixed Term
Hours
Full Time

Research Associate in Mathematics for Deep Learning (Fixed Term)
Department: Mathematical Sciences
£34,304 - £40,927 per annum
Ref: CC9557

The Department of Mathematical Sciences at the University of Bath is looking for a Research Associate to join the EPSRC Programme Grant EP/V026259/1 on the “Mathematics of Deep Learning” (Maths4DL).

About the programme:
Maths4DL is a joint programme run by the University of Bath, the University of Cambridge and the University College London. The successful candidate will join a close knit team led by Prof Chris Budd OBE and Dr Matthias Ehrhardt (Bath), Profs Carola Schoenlieb and Richard Nickl (Cambridge), and Profs Simon Arridge and Bangti Jin (UCL). The team combines leading expertise in deep learning, partial differential equations, optimal transport, optimisation, numerical analysis, scientific computing, probability, and inverse problems.

The Vision and Ambition of Maths4DL is to develop a comprehensive mathematical, statistical and computational framework that addresses foundational challenges of deep learning related to:

  • Interpretability.
  • Robustness and generalization.
  • Statistical confidence.
  • Computational challenges with large-scale models and high-dimensional data.

Duties of the research associate include developing and conducting individual and collaborative research objectives, proposals and projects as part of the overall work of the Maths4DL programme. You will need to communicate material of a technical nature and build internal and external contacts. You may be asked to assist in the supervision of student projects, provide instruction and plan/deliver seminars relating to the research area of Maths4DL. There are generous funds available for conference attendance, travel, computer equipment, training and career development.

This is a fixed-term position for up to 33 months, starting in September 2022.

About you:
This is an outstanding opportunity to conduct ambitious research at the forefront of mathematics, statistics and machine learning. You must have (or about to receive) a PhD degree in mathematics or statistics (or a closely related field). You will be experienced in one or more of the following areas: inverse problems, machine learning, mathematical imaging, mathematical or computational analysis, optimisation and/or data science. Experience in programming is desirable (e.g. MATLAB / Python, Tensorflow / PyTorch).

As part of your application, please upload a scientific CV, a cover letter and a 1-page research statement.

About us:
The Department of Mathematical Sciences at the University of Bath has over 70 academic staff from all areas of Mathematics. Our Department emphasises the unity of Mathematics and there are strong interactions between research groups. Impact is achieved through a wide variety of interdisciplinary research projects, and industrial collaborations.

Informal enquiries can be sent to Dr Matthias Ehrhardt (m.ehrhardt@bath.ac.uk) or Dr Lisa Kreusser (lmk54@bath.ac.uk)

What we can offer you:
We are an equal opportunities employer and have an excellent international reputation with staff from over 60 different nations. We have made a positive commitment towards gender equality and intersectionality receiving a Silver Athena SWAN award.

A family-friendly University with an increasingly agile workforce, we are open to flexible working arrangements. We’re also proud to be a disability confident leader and are happy to discuss any reasonable adjustments you may require.

We offer:

  • A very generous employer contributory pension scheme.
  • Generous annual leave allowance with an additional 5 discretionary days so that you can enjoy a positive work life balance.
  • An excellent reward package that recognises the talents of our diverse workforce.
  • A wide range of personal and professional development opportunities.

Our campus is surrounded by beautiful countryside, and the City of Bath with its historic charm and social activity only a short distance away creates an excellent environment in which to work. 

Find out from our staff what makes the University of Bath a great place to work. Follow us @UniofBath and @UniofBathJobs on Twitter for more information.

We aim to be an inclusive university, where difference is celebrated, respected and encouraged. We truly believe that diversity of experience, perspectives, and backgrounds leads to a better environment for our employees and students, creating a learning environment and organisational culture that enhances health and wellbeing across our community. We are very proud to have recently received Ambassadors for Autism certification and are an accredited Disability Confident Leader; committed to building disability confidence and supporting disabled staff.

If you think you may require a visa to work in the UK you should refer to our guidance on the Skilled Worker Visa before embarking on a job application to ensure that you understand the requirements for sponsorship. You may be eligible to work in the UK via other alternative visa routes such as the Global Talent Visa or by having Settlement/ILR, please refer to our Staff Immigration webpages for further details.

Update to our application process:
We are constantly seeking to reduce the unconscious bias that enters any assessment process, with the goal of creating an inclusive and equal assessment process. To support this the personal details of all applicants will be withheld at the initial shortlisting stage.

Apply:
To apply, please click the ‘apply’ link.

Closing date: Tuesday 12 July 2022.
Interview date: Wednesday 20 July 2022.
 

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