We are looking for a passionate and motivated Post-Doctoral Research Associate (PDRA) to join an interdisciplinary team of researchers on a 3-year project “Using artificial intelligence for automated habitat assessment (AI-Hab)” funded by the Natural Environment Research Council (NERC).
Using tens of thousands of images from the long-term, nationally representative Countryside Survey, AI-Hab will leverage the latest advances in computer vision and deep learning to deliver an automated monitoring tool for habitat classification. Habitat recognition is essential to the delivery of Biodiversity Net Gain (BNG), which seeks to ensure that land development has a measurably positive (+10%) impact on biodiversity. Led by the University of Lincoln, this project is a collaboration between the School of Life and Environmental Sciences (Dr Lan Qie, project lead), the School of Computer Science (Dr James Brown, Dr Petra Bosilj), and the UK Centre for Ecology and Hydrology (UKCEH). The resulting tool will be integrated into the E-Surveyor application developed by UKCEH.
As part of this exciting opportunity, you will be responsible for the development, validation, and deployment of a deep learning model for habitat classification. You will need to have experience in building deep learning workflows using established tools (e.g., PyTorch), proficiency in Python or another suitable programming language (e.g., C++), and a passion for interdisciplinary research in support of environmental conservation. You should also have, or be close to completing, a PhD in computer science or a related field. There will be opportunities for you to develop your own research interests, attend high-profile international conferences, and publish your work in both computational and ecological venues.
If you would like to have an informal discussion about the role, please contact either Dr James Brown (line manager, he/him), at jamesbrown@lincoln.ac.uk, Dr Petra Bosilj (project co-lead, she/her), at pbosilj@lincoln.ac.uk, or Dr Lan Qie (project lead, she/her), at lqie@lincoln.ac.uk.
Closing Date: 08 Apr 2024
Department: Research
Salary: £37,099 per annum
Please note, this post is fixed term until 28 February 2027, and full time at 1.0 FTE.
