University of Southampton

University of Southampton

Research Fellow in Efficient Machine Learning Systems

United Kingdom

Closing in 7 days

Research Fellow in Efficient Machine Learning Systems Digital Health & Biomedical Engineering

Location: Highfield Campus Salary: £36,024 to £40,521 Per annum Full Time Fixed Term for 24 months Closing Date: Tuesday 05 March 2024 Interview Date: To be confirmed Reference: 2610524FP

We are recruiting an outstanding team of researchers from AI, Edge Computing, and Digital Design, to work with us on achieving ``Perfect Recollection for Clearer Insight” project's ambitious objectives. You will work with Dr Jagmohan Chauhan and Dr Alex Weddell in ECS in collaboration with teams at the University of Cambridge, University of Manchester, Turing Institute, and HMGCC.

You will develop new low-power systems and ML algorithms to significantly extend the capabilities of onboard AI when used in small satellites for earth observation applications. This project aims to enhance the performance of sensing systems by leveraging very large memories while extracting precise and nuanced insights from data on edge devices that are constrained by power and communication. Our objective is to develop memory-centric systems capable of extracting larger volumes of valuable information from sensor data in a timely and energy-efficient manner. The research will innovate at software-hardware level. You will be writing research papers, submitting project deliverables with project collaborators and travel to academic conferences and project meetings to present the work.

Successful candidates must hold (or close to completing) a PhD in a relevant subject. Knowledge and experience in computer vision is required. Experience of efficient ML techniques, edge AI hardware platforms, low-power computing, earth observation is desirable. They will have excellent programming skills (Python, C++, etc.) with track record of publications in top conferences/journals such as CVPR, ICML, MobiCom, and DAC.

Note: Successful candidate is required to undergo security checks from NSTIx before appointment confirmation.

Why us? University of Southampton is a top university (1% of world universities; top 10 UK). ECS is one of the top CS departments in the UK. Southampton is a vibrant city by the water, a hub for technology companies; close to London.

We have a positive and vibrant environment. You will have an opportunity to work on cutting-edge technology and publish in top-tier conferences/journals. There will be opportunities to visit the partner institutions while working closely with them. We have a large network of collaborations with academics at Imperial, Cornell, and industrial labs such as Samsung-AI, Bell Labs for you to foster further collaborations.

Check out the staff benefits and why you should join us at The University of Southampton!

Applications for Research Fellow positions will be considered from candidates who are working towards or nearing completion of their PhD. The title of Research Fellow will be applied upon successful completion of the PhD. Prior, title of Senior Research Assistant is applicable.

We believe EDI is fundamental to making the UoS a welcoming, vibrant and successful organisation. Having a diverse workforce, inclusive of people of all ages and beliefs, from different racial backgrounds, educational and social backgrounds open up a wealth of possibilities, makes us more creative and accelerates our impact on society. We welcome applicants that value diversity of our community and are willing to play their part in supporting the mission of inclusivity.

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Further details:
  • Job Description and Person Specification
  • As a university we aim to create an environment where everyone can thrive and are proactive in fostering a culture of inclusion, respect and equality of opportunity. We believe that we can only truly meet our objectives if we are reflective of society, so we are passionate about creating a working environment in which you are free to bring your whole self to work. With a generous holiday allowance as well as additional university closure days we are committed to supporting our staff and students and open to a flexible working approach.

    Apply by midnight on the closing date. For assistance contact Recruitment on +44(0)2380 592750 or [email protected] quoting the job number.

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    Job details

    Title

    Research Fellow in Efficient Machine Learning Systems

    Employer

    University of Southampton

    Location

    United Kingdom

    Published

    February 07, 2024

    Application deadline

    March 05, 2024

    Job type

    Postdoc,Research

    Field

    Computer Science,Engineering

    About the employer

    One of the top research universities in the U.K., the University of Southampton is best-known for its innovative learning system. The university is a founding member of the Russell Group of research-intensive universities. Originating from Hartley Institution in 1862, Southampton got the university status in 1952.
    The University of Southampton offers undergraduate, postgraduate and foundation year courses in various disciplines. The different departments of the university include the Faculty of Arts and Humanities, Faculty of Engineering and Physical Sciences, Faculty of Environmental and Life Sciences, Faculty of Medicine and the Faculty of Social Sciences. Apart from the core subjects, Southampton also offers some exclusive areas of study including audiology, acoustical engineering, archaeology, criminology, optoelectronics, and gerontology.

    The university has seven campuses; amongst them, five are in Southampton itself and the other two are in Winchester and Malaysia, respectively. Highfields is the main campus of the University of Southampton. Notably, Southampton is a vibrant city with enormous opportunities. All the seven campuses of the University of Southampton boast of world-class infrastructure. The campuses maintain the most optimized environs for advanced learning. There are hi-tech laboratories, art studios, and libraries on the campuses. The university comprises highly-experienced faculty members who are from the academia as well as respective industries. Further, Southampton maintains collaborations with the leading universities and institutions across the world for student exchange and study-abroad programs.

    The University of Southampton is dedicated to research-oriented education. It has partnered with other universities, government bodies and industries to conduct integrated research and innovation programs. The university is also funded by businesses for commercial research and development. Southampton conducts skill development programs for students catering to the demands of industries. The adaptability and aptitude for evolving technologies are cultivated amongst the students to help them grow as future leaders. Further, the university has a placement cell and maintains tie-ups with industries for the placements of students.

    The University of Southampton features holistic environments for the overall development of the students. Apart from best-in-class academic modules, the university offers ample opportunities to maintain physical fitness and mental well-being. There are sports courts, swimming pools, gymnasiums and cafeterias on the campuses. Further, regular fitness classes, sports meets, cross-disciplinary activities, competitions, cultural events, and fests are organized at the university. The University of Southampton also engages in various social and environmental awareness campaigns. Moreover, students get the opportunity to participate in community development initiatives. The university has the mission to build a better world with innovative minds.

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