Research Fellow – School of Computing
Full time – Fixed term contract – 42 months
Who we are
It's an exciting time to join us! We are an ambitious university, operating at the leading edge of our academic disciplines in research, pedagogy and professional practice. We are looking for passionate and ambitious academic staff to deliver innovative, research-led teaching programmes.
Our School of Computing is home to 70 academics, 1400 students and holds professional accreditation from the British Computer Society, with some of the most impressive computing lab facilities in the UK.
The Role
We are seeking a Research Fellow to work on a 42 month EPSRC funded project “Keep Learning” that will develop an optimisation system for solving combinatorial and constrained problems. The system "keeps- learning" in response to a continual instance-stream, rapidly producing optimised solutions to instances and situations that go beyond those envisaged at initial design.
The novelty of the project is in integrating approaches from meta-heuristic search and constrained optimisation with machine-learning techniques for instance-prediction and algorithm-selection. The post is part of a joint research project in collaboration with the University of St Andrews.
The role holder will conduct research under the supervision of senior colleagues to design, implement and evaluate novel machine-learning and evolutionary mechanisms that (1) predict future characteristics of instances based on past history (2) generate new instances based on predicted features (3) apply meta-heuristic methods to generate new solvers (4) implement algorithm-selection methods (5) implement novel methods to enable continual adaptation of the system based on past experiences.
Although based at Edinburgh Napier University, the role holder will be expected to work closely with a fellow researcher at the University of St Andrews, including spending short periods of time at this institution.
The research fellow will be expected to identify opportunities for research publications and contribute as a lead author, as well as to help with organisation of related workshops/meetings. Edinburgh Napier is fully committed to supporting researcher training and career development, including mentoring, as a signatory to the Concordat for Career Development of Researchers.
What are we looking for
Essential requirements:
Desirable requirements:
Please see the full job description here
Benefits we offer
In return, we offer a great working environment where we support ambition, recognise achievement and offer an attractive benefit package. This includes a generous pension scheme, professional development opportunities, discounted access to onsite sports facilities and a wide range of other staff discounts.
Salary: Grade 5, £32,816 - £39,152 per annum
Additional Information
Closing date: 1st April (midnight GMT)
Interviews: 12th April (online)
The University is committed to inclusion, demonstrated through our work in respect of our diversity awards and accreditations and holds Disability Confident, Carer Positive and Stonewall Scotland Diversity Champion status. More details can be found here.