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Research Associate in Machine Learning and AI
2 months ago
Durham University stands as a globally recognized institution renowned for its exceptional teaching and research capabilities. Nestled in a historic city, it offers a unique and inviting work environment surrounded by breathtaking landscapes. Our diverse community of scholars and researchers is dedicated to addressing significant global challenges and enhancing lives through innovative solutions.
At Durham, we are committed to fostering an environment where individuals can thrive, regardless of their background or identity. Our values emphasize inclusivity, respect, and the celebration of diversity, ensuring that everyone contributes to a vibrant academic community.
Department Overview
The Department of Computer Science is distinguished for its excellence in education, research, and the employability of its graduates. It promotes a collaborative research atmosphere, equipped with state-of-the-art facilities and resources. The department encourages interdisciplinary collaboration, allowing both staff and students to engage in groundbreaking research initiatives while maintaining a supportive and inclusive culture.
Position Overview
We invite applications for a Postdoctoral Research Associate specializing in Machine Learning and AI, with a focus on edge efficiency and explainable AI. This research initiative, spearheaded by Dr. Yang Long, aims to innovate in data analysis, optimization algorithms, and data security against adversarial threats.
The successful candidate will engage in high-caliber research within the realms of machine learning and AI, concentrating on:
- Developing and implementing efficient edge computing solutions.
- Creating interpretable machine learning models to advance explainable AI.
- Enhancing optimization algorithms to boost model performance.
- Addressing data security challenges, particularly in understanding and mitigating adversarial attacks.
Key Responsibilities:
- Communicate complex technical material effectively through presentations and discussions.
- Prepare and deliver presentations on research findings to diverse audiences.
- Publish high-quality research outputs in peer-reviewed journals and conferences.
- Assist in formulating research objectives and proposals.
- Conduct individual and collaborative research projects under the guidance of the Principal Investigator.
- Identify new research areas and develop innovative research methodologies.
- Address challenges impacting research objectives by proposing creative solutions.
- Build relationships for future research collaborations.
- Manage research activities and resources effectively.
- Provide training in research techniques to peers and students.
- Supervise students and assess their knowledge as needed.
- Promote a collegial and respectful working environment.
- Engage in professional development and contribute to departmental citizenship.
This position is fixed-term for a period aligned with project funding.
Benefits of Working at Durham
Durham University offers a competitive salary along with a comprehensive benefits package, including:
- Generous annual leave and public holidays.
- Access to a robust pension scheme.
- Support for health and wellbeing initiatives.
- Professional development opportunities.
- Family-friendly policies and support for relocation.
