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Abu Dhabi

    Research Engineer in the Division of Engineering Computer Engineering - Abu Dhabi, United Arab Emirates - New York University Abu Dhabi

    New York University Abu Dhabi
    New York University Abu Dhabi Abu Dhabi, United Arab Emirates

    2 weeks ago

    NEW YORK UNIVERSITY ABU DHABI background
    Description
    • Support the supervisor in developing and implementing the research agenda;
    • Conduct high-quality and innovative research primarily focused on ML methodology development for healthcare;
    • Reproduce results of the state-of-the-art (SOTA) methods;
    • Design and implement experiments to compare proposed work with SOTA baselines;
    • Contribute to the preparation of manuscripts for publication in high-impact journals and conferences;
    • Create, maintain, and document high-quality research code for reproducibility;
    • Maintain good practice in managing and accessing sensitive medical datasets;
    • And collaborate with scientists within the NYU Global Network and in Abu Dhabi.

    Minimum Qualifications

    • Currently has or is in the process of completing a Master's degree or equivalent terminal degree from a recognized institution
    • Master's degree in computer science, mathematics, computer engineering, or relevant technical field
    • Demonstrable research experience involving data pre-processing and preparation for machine learning models
    • Demonstrable research experience in conducting experiments for training and evaluating deep neural networks
    • Ability to use high performance computing cluster
    • Proficient programming experience in Python and libraries (e.g., Pytorch, TensorFlow) with several years of practice
    • Experience in maintaining high-quality code on Github
    • 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

    Preferred Qualifications

    • Master's thesis conducted in the area of machine learning for healthcare and related topics
    • First-author peer-reviewed published papers (or under review)
    • Knowledge of multi-modal learning, transfer learning, graph neural networks, transformers, or self-supervised learning
    • Experience in dealing with large medical datasets (e.g., electronic health records data or medical images)
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