Job closed
Ref: PP000-27470
Job description / Role
Full Time
Abu Dhabi, UAE
Any Nationality
Not Specified
Not Specified
Not Specified
Research & Development (R&D)
Engineering Services
Description
The Prof. Sunil Kumar’s Research Group in the Division of Engineering, New York University Abu Dhabi, seeks to recruit a research assistant to develop AI-enabled healthcare applications.
Key responsibilities:
- Develop and fine-tune computer-vision models, instance segmentation, and retrieval-based estimation from images and text metadata.
- Build and evaluate monocular depth pipelines and implement multimodal retrieval with re-rankers for robust profile selection.
- Design and train advanced AI models for digital twin: 3D model learning, prediction models from imaging and molecular data, model-based simulation coupling, and uncertainty-aware outputs for lab/clinical validation.
- Work with 3D datasets, time-series sensors, and multi-omics or assay data to create predictive models and digital twin prototypes.
- Maintain reproducible code, experiments, and model/dataset versioning; develop deployment artifacts (Docker, CI/CD scripts) and support cloud/HPC model training.
- Plan, run and analyze pilot studies (SME pilots and lab validation); participate in data collection, annotation and lab assay coordination.
- Write up results and contribute to publications, technical reports and presentations for academic and non-academic stakeholders.
Minimum qualifications:
- Bachelor’s or Master’s degree in computer science, electrical/computer engineering, applied mathematics, computational biology, bioengineering, or a closely related discipline.
- Solid experience training and evaluating AI models.
- Proficiency in Python and ML frameworks (PyTorch, TensorFlow).
- Experience with dataset curation, annotation workflows, FAISS/embedding retrieval, LLM-based parsing, RAG-style pipeline, and GPU/HPC training.
- Familiarity with 3D data processing or willingness to learn quickly.
- Publications, thesis work, or demonstrable projects in computer vision, multi-modal ML, digital twins or biomedical ML.
- Familiarity with uncertainty quantification and model explainability methods.
- Strong software engineering practices: Git, reproducible experiments, modular code, deploying models in cloud (AWS/GCP) and containerized services (Docker, Kubernetes).
- Good written and verbal communication skills and ability to work collaboratively across interdisciplinary teams.
The terms of employment are very competitive and include housing and educational subsidies for children. Applications will be accepted immediately and candidates will be considered until the position is filled.
About NYU Abu Dhabi
NYU Abu Dhabi is the first comprehensive liberal arts and research campus in the Middle East to be operated abroad by a major American research university. Times Higher Education ranks NYU among the top 30 universities in the world, making NYU Abu Dhabi the highest-ranked university in the UAE and MENA region. NYU Abu Dhabi has integrated a highly selective undergraduate curriculum across the disciplines with a world center for advanced research and scholarship. The university enables its students in the sciences, engineering, social sciences, humanities, and arts to succeed in an increasingly interdependent world and advance cooperation and progress on humanity’s shared challenges. NYU Abu Dhabi’s high-achieving students have come from over 120 countries and speak over 100 languages. Together, NYU's campuses in New York, Abu Dhabi, and Shanghai form the backbone of a unique global university, giving faculty and students opportunities to experience varied learning environments and immersion in other cultures at one or more of the numerous study-abroad sites NYU maintains on six continents.
NYUAD is committed to upholding a culture of non-discrimination, anti-harassment, dignity, and mutual respect; providing equal access and opportunity; and fostering academic excellence in learning, research, and teaching.
UAE nationals are encouraged to apply.
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