Post-Doctoral Associate (Machine Learning & Cybersecurity) in Center for Interacting Urban Networks (CITIES)
New York University
Location: Abu Dhabi, UAE
Internal Number: 107108
We are seeking a Postdoctoral Researcher to work on an interdisciplinary project funded by the Center for Interacting Urban Networks (CITIES) and the Center for Cyber Security (CCS) at NYU Abu Dhabi, and will be jointly supervised by Prof. Farah Shamout and Prof. Michail Maniatakos. The researcher is expected to have (i) a strong background in machine learning, and (ii) motivation to pursue multidisciplinary research at the intersection of machine learning and cybersecurity.
The Postdoctoral Researcher will be primarily based at NYU Abu Dhabi. The researcher will report directly both PIs and work in close collaboration with other researchers, PhD students, and undergraduate research assistants.
Conduct high-quality and innovative research primarily focused on federated learning;
Generate new high-impact ideas based on gaps and limitations of the state-of-the-art (SOTA);
Design and implement experiments to compare proposed work with SOTA baselines;
Publish research findings in high-impact journals and conferences;
Communicate and present research findings at international academic gatherings;
Create, maintain, and document high-quality research code for reproducibility;
Training & professional development*
Attend trainings and workshops for career development;
Mentor PhD students and undergraduate research assistants (as appropriate);
Gain experience in applying for local research grants (subject to eligibility);
And transition to independence to pursue a career of choosing following the appointment.
* The researcher will create a personalized training and development plan with the supervisors.
To be considered, candidate must submit a cover letter, up-to-date CV, list of publications, research statement summarizing past, current and future research initiatives (1-page), and three letters of recommendation. The appointment will be for two years.
Currently has or is in the process of completing a PhD, DPhil or equivalent terminal degree from a recognized institution.
Doctoral research in the area of machine learning.
Bachelor's/ Master's degree in computer science, mathematics, computer engineering, or relevant technical field
First-author peer-reviewed published papers (or under review)
3+ years of demonstrable research experience involving data pre-processing and preparation for machine learning models
3+ years of demonstrable research experience in conducting experiments for training and evaluating deep neural networks
Proficient programming experience in Python and libraries (e.g., Pytorch, TensorFlow) with several years of practice
Experience in maintaining high-quality code on Github
Experience in running and managing experiments using GPUs
Ability to visualize experimental results and learning curves
Effective inter-personal and team-building skills
Self-motivated with an ability to work independently and in a team to get the work done
Excellent communication skills (oral and written communication)
Willingness to learn and confront new challenges
Doctoral research conducted in the area of machine learning and cybersecurity
Deep knowledge of federated learning
Experience in dealing with medical datasets
Ability to use high performance computing cluster
The appointment will be for two years. The terms of employment are competitive and will include housing and travel subsidies. Applications will be accepted immediately and candidates will be considered until the position is filled. To be considered, all applicants must submit a cover letter, up-to-date CV, list of publications, research statement summarizing past, current, and future research plans (1-page), and at least three letters of recommendation, all in PDF format. If you have any questions that are not answered in the job advert, please email: firstname.lastname@example.org.
NYU Abu Dhabi is a degree-granting research university with a fully integrated liberal arts and science undergraduate program in the Arts, Sciences, Social Sciences, Humanities, and Engineering. NYU Abu Dhabi, NYU New York, and NYU Shanghai, form the backbone of NYU's global network university, an interconnected network of portal campuses and academic centers across six continents that enable seamless international mobility of students and faculty in their pursuit of academic and scholarly activity. This global university represents a transformative shift in higher education, one in which the intellectual and creative endeavors of academia are shaped and examined through an international and multicultural perspective. As a major intellectual hub at the crossroads of the Arab world, NYUAD serves as a center for scholarly thought, advanced research, knowledge creation, and sharing, through its academic, research, and creative activities.
Founded in 1831, New York University is now one of the largest private universities in the United States. Of the more than 3,000 colleges and universities in America, New York University is one of only 60 member institutions of the distinguished Association of American Universities.