Research Fellow in The Mathematics of Machine

1 month ago

London, United Kingdom University College London Full time

**Ref Number**

B04-03761

**Professional Expertise**

Research and Research Support

**Department**

UCL BEAMS (B04)

**Location**

London

**Working Pattern**

Full time

**Salary**

£39,508 - £47,355

**Contract Type**

Permanent

**Working Type**

Hybrid (20% - 80% on site)

**Available For Secondment**

No

**Closing Date**

14-Jun-2023

**About us**:
**About the role**:
Key duties are:

- Undertake research in the mathematical analysis of machine learning techniques, especially in topics related to Partial Differential Equations (PDEs), optimal transport, optimisation, environmental modelling, numerical analysis, geometric integration, scientific computing, image processing, probability theory, statistics, and inverse problems
- Develop computational methods that implement new theoretical results as the arise.
- Plan and perform computational experiments and record, analyse and provide written and/or oral reports of the results of the experiments.
- Keep the Principal Investigators up-to-date with the progress and timing of agreed experiments.

**About you**:
Applicants must hold, or be about to receive, a PhD in computer science, mathematics, or a closely related field in physical sciences, have demonstrated a publication record appropriate to their level of experience, with experience in computational deep learning model testing and verification, one or more of optimal transport, optimisation, environmental modelling, numerical analysis, geometric integration, scientific computing, image processing, probability, and inverse problems.

Experience with learned PDE methods is highly desirable. The applicant should have programming experience in a low-level programming language, e.g., python, outstanding skills and experience in mathematical modelling technique, excellent communication skills and aptitude for multidisciplinary working, the ability to effectively prioritise your workload and work to strict deadlines, and ability to work collaboratively and as part of a team in a research community.

**What we offer**:
As well as the exciting opportunities this role presents, we also offer some great benefits such as:

- 41 Days holiday including bank holidays.
- Hybrid working
- Final Salary Pension Scheme
- Cycle to work scheme and season ticket loan
- On-Site nursery
- On-site gym
- Enhanced maternity, paternity and adoption pay
- Employee assistance programme: Staff Support Service
- Discounted medical insurance.

**Our commitment to Equality, Diversity and Inclusion**:
Our department holds an Athena SWAN Silver award, in recognition of our commitment and demonstrable impact in advancing gender equality.

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