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Postdoc position: Integrating Deep Learning and Semantic Information to Improve Models of Human Eye-Movements

We are looking for an enthusiastic individual for a one-year Postdoc position working at the interface between sensory neuroscience and computer vision. The successful candidate will be given the opportunity to be named researcher on a planned MRC/EPSRC grant application that will follow-up on the current project, potentially providing continued employment. The project will be based at the Cardiff University Brain Research Imaging Centre and the School of Computer Science and Informatics. It will be jointly supervised by Dr Christoph Teufel (human vision), Dr Matthias Treder (machine learning/computer vision), and Dr Liz Irvine (philosophy). Ideally, the successful candidate will start towards the end of 2019, or beginning of 2020.
 
For further details, please contact Christoph Teufel ([log in to unmask]) or Matthias Treder ([log in to unmask]).

This post is full-time and fixed-term for 1 year.

Salary  £33,797 - £40,322 per annum (Grade 6).  It is not expected to appoint above £33,797 per annum, salary point 30.
 
Date advert posted: Friday, 18 October 2019

Closing Date: Monday, 18 November 2019

Please be aware that Cardiff University reserves the right to close this vacancy early should sufficient applications be received.

Cardiff University is committed to supporting and promoting equality and diversity and to creating an inclusive working environment. We believe this can be achieved through attracting, developing, and retaining a diverse range of staff from many different backgrounds who have the ambition to create a University which seeks to fulfil our social, cultural and economic obligation to Cardiff, Wales, and the world.  In supporting our employees to achieve a balance between their work and their personal lives, we will also consider proposals for flexible working or job share arrangements.


Evidencing Criteria - It is School of Psychology’s policy to use the person specification as a key tool for short-listing. Candidates should evidence that they meet ALL of the essential criteria as well as, where relevant, the desirable. As part of the application process you will be asked to provide this evidence via a supporting statement. Please ensure when submitting this document/attaching it to your application profile you name it with the vacancy reference number.

 

Job Description

To conduct research within human and computer vision and contribute to the overall research performance of the School and University, carrying out research leading to the publishing of work in high-quality journals. To pursue excellence in research and to inspire others to do the same.

Research
  • To develop a computer model that captures contextual effects in human eye-movement control. This will involve working with convolutional neural networks and embeddings, or similar tools.
  • To conduct research within human and computer vision and contribute to the overall research performance of the School and University by the production of measurable outputs including bidding for funding, publishing in high-quality scientific journals, and presenting at national and international conferences. 
  • To develop research objectives and proposals for own or joint research including research funding proposals
  • To undertake administrative tasks associated with the research project, including the planning and organisation of the project and the implementation of procedures required to ensure accurate and timely reporting
  • To prepare research ethics and research governance applications as appropriate
  • To review and synthesise existing research literature within the field
  • To participate in School research activities.
  • To build and create networks both internally and externally to the university, to influence decisions,   explore future research requirements, and share research ideas for the benefit of research projects
 Other
  • To engage effectively with industrial, commercial and public sector organisations, professional institutions, other academic institutions etc., regionally and nationally  to raise awareness of the School’s profile, to cultivate strategically valuable alliances, and to pursue opportunities for collaboration across a range of activities. These activities are expected to contribute to the School and the enhancement of its regional and national profile

Person Specification

Essential Criteria

Qualifications and Education

  1. Postgraduate degree at PhD level in a related subject area or relevant industrial experience
Knowledge, Skills and Experience
  1. An established expertise and proven portfolio of research and/or relevant industrial experience within the following research fields:
    • Machine learning, in particular convolutional neural networks for image data using Python 
  2. Sufficient understanding of human vision to guide model development 
  3. Proven ability to publish in high-quality journals 
  4. Sufficient knowledge and understanding of competitive research funding to be able to support the development of applications to funding bodies
Communication and Team Working
  1. Proven ability in effective and persuasive communication
Other
  1. Proven ability to demonstrate creativity, innovation and team-working within work 
  2. Proven ability to work without close supervision.
Desirable Criteria
  1. Experience of working in a cross-disciplinary team at the interface of visual neuroscience and computer vision. 
  2. Evidence of ability to participate in and develop both internal and external networks and utilise them to enhance the research activities of the School.

Additional Information

About us

The project will be housed at the Cardiff University Brain Research Imaging Centre (CUBRIC) (http://sites.cardiff.ac.uk/cubric/) in collaboration with the School of Computer Science and Informatics. CUBRIC is part of the School of Psychology (http://psych.cf.ac.uk/), which is one of the largest and strongest in the UK. In the latest Research Excellence Framework (REF), Cardiff was one of the UK's top three universities for its world-leading research in psychology, psychiatry, and neuroscience. The imaging centre is one of the largest and technologically most advanced in Europe, with state-of-the art testing facilities, a world-class community of clinical and cognitive neuroscience researchers and a thriving postdoctoral research group. The School of Computer Science & Informatics engages in world-class research in knowledge engineering, complex systems, and visual computing. Research is supported by national and international funding sources including Royal Society, EPSRC, and the European Union, and further boosted by collaborations with industry partners such as IBM UK and Cancer Research Wales.
 
General Information

The School of Psychology with over 50 academic staff, over 600 undergraduates and 150 postgraduate students is one of the largest and most successful in the UK (http://www.cf.ac.uk/psych/).  We are recognised internationally for sustained excellence in research, impact and research-led teaching. Many individuals in the School are leading figures in their research areas. In the last Research Excellence Framework we entered as a unit of over 80 staff with our colleagues in Psychological medicine. We were placed 2nd in our topic area across the UK. We have state of the art laboratories and experimental expertise across the range of psychology. In particular, CUBRIC opened in Spring 2016, housing a unique combination of facilities and expertise that will further its world-leading research in Neuroimaging, Cognitive Neuroscience and Biological Psychiatry. CUBRIC is currently one of the largest and best equipped imaging centres in Europe housing 3T MRI, 7T MRI, and Connectome MRI scanners, MEG, EEG, Sleep Labs, and Behavioural Testing Labs (please see, https://www.cardiff.ac.uk/cardiff-university-brain-research-imaging-centre).

Cardiff is the youngest capital city in Europe and the fastest growing in the UK. It plays host to many national and international sporting events at the Millennium Stadium (http://www.millenniumstadium.com/). Culturally, the city is thriving, with the Wales Millennium Centre (http://www.wmc.org.uk/) in Cardiff Bay. Cardiff is in very close proximity to the beautiful Welsh countryside (http://www.breconbeacons.org/) and stunning beaches (https://www.gowerholidays.com/attractions-activities-in-gower-swansea/beaches/), has a two hour rail link to London and a one hour air link to Paris and Amsterdam (http://www.cardiffairportonline.com/



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