Research Assistant/Associate in Efficient Machine Learning Systems for Earth Observation (Fixed Term)
Applications are invited for a Research Assistant or Research Associate to work on efficient machine-learning systems for earth observation. The post holder will be part of the Computer Architecture group under the guidance of Prof. Robert Mullins.
The role involves developing new low-power systems and algorithms to significantly enhance the capabilities of onboard AI when used within small satellites. The project is a collaborative effort involving teams at the University of Manchester and University of Southampton and partners at the Alan Turing Institute and HMGCC. The research will seek innovations at both the software and hardware level. The use of a novel memory system and recent advances in low-power machine-learning accelerators will create significant scope to explore new research directions. On-board processing tasks will include object detection, compression, interpretation and various image retrieval tasks. The "Perfect Recollection for Clearer Insight" project is funded by EPSRC.
Successful candidates at the Research Associates must hold a PhD in a relevant subject, at the Research Assistant level must hold a Masters in a relevant subject area or equivalent. Excellent knowledge of machine learning and experience of applying machine learning techniques is expected. Familiarity with efficient ML techniques, edge AI hardware platforms, efficient and low-power computing techniques, ML for earth observation would be desirable.
Applicants should be prepared to collaborate with other project researchers to help develop complete hardware and software demonstrators. They will have excellent programming skills (e.g. in Python, C++, etc.).
Pre-employment screening The successful candidate will be required to undergo security checks, to be carried out by the National Security Technology Innovation Exchange (NSTIx) before the appointment is confirmed.
Fixed-term: The funds for this post are available until 31 May 2026 in the first instance.
Click the 'Apply' button below to register an account with our recruitment system (if you have not already) and apply online.
Appointment at Research Associate level is dependent on having a PhD. Those who have submitted but not yet received their PhD will be appointed at Research Assistant level, which will be amended to Research Associate once the PhD has been awarded.
Informal enquiries can be made by contacting Robert Mullins at [email protected]
If you have any queries about the application process please contact [email protected] .
Please quote reference NR41691 on your application and in any correspondence about this vacancy.
The University actively supports equality, diversity and inclusion and encourages applications from all sections of society.
The University has a responsibility to ensure that all employees are eligible to live and work in the UK.
Further information
Apply online
Similar Positions
-
Research Assistant/Associate In Efficient Machine Learning Systems For Earth Observation, University of Cambridge, United Kingdom, 16 days ago
18 May 2024 Job Information Organisation/Company University of Cambridge Research Field Computer science » Other Researcher Profile Recognised Researcher (R2) First Stage Researcher (R1) Country U...
-
Isaac Newton Trust Academic Career Development Fellowship In In Urban And Regional Economics (Fixed Term) , ;, United Kingdom, 11 minutes ago
Fixed-term: 1 September 2024 to 31 August 2027. The Department of Land Economy and Queens' College wish to appoint a Isaac Newton Trust Academic Career Development Fellow in Urban and Regional Eco...
-
Research Assistant/Associate In High Temperature Superconductors (Fixed Term) , ; University of Cambridge, United Kingdom, 25 days ago
Location: West Cambridge, Cambridgeshire Two Research Assistant/Associates are sought to work on a new 3-year EPSRC project, Towards compact and efficient nuclear reactors. This project seeks to d...
-
Senior Research Fellow In Innovation And Management (Aric) , ;, United Kingdom, 22 days ago
About ARU: ARU is a global university transforming lives through innovative, inclusive and entrepreneurial education and research. ARU holds a Gold award for the quality of its education, awarded ...
-
Research Assistant/Associate In Minimising Energy In Construction (Fixed Term) , ;, United Kingdom, 10 days ago
A position exists, for a Research Assistant/Associate in the Department of Engineering, to work on a research grant that looks to advance our understanding of embodied carbon and design in the bui...
-
Research Assistant/Associate In Resilient Networks (Fixed Term) , ;, United Kingdom, 3 days ago
A position exists, for a Research Assistant/Associate in the Department of Engineering, to work on a project funded by Boeing Research and Technology on Resilient Communication Networks. The resea...