Postdoctoral Fellow(s) / Research Associate(s) (carrying the job title of 'Senior AI Research Scientist')
Chinese University of Hong Kong
- Department
- Department of Mathematics
- Rank
- Postdoctoral
- Position type
- Full-time
Duties & Responsibilities
- Lead fundamental research on mathematical interpretability of multimodal foundation models, including attention mechanisms and latent representations.
- Investigate advanced topics in scene understanding, behavioral cognition, and causal inference within dynamic industrial environments.
- Develop novel methodologies for multimodal representation alignment, state prediction, and temporal dynamics modeling.
- Design and implement reinforcement learning strategies with mathematical guarantees for safety and efficiency.
- Collaborate with multidisciplinary teams to translate theoretical frameworks into practical, deployable AI systems.
- Publish high-impact research in top-tier conferences and journals.
- Mentor junior researchers and contribute to grant writing and project reporting.
Requirements & Qualifications
- Ph.D. in Mathematics, Computer Science, Statistics, Electrical Engineering, or related discipline.
- Demonstrated research expertise in multimodal large models, causal inference, reinforcement learning, or mathematical foundations of deep learning.
- Proficiency in Python and deep learning frameworks (e.g., PyTorch, Llama-Factory).
- Excellent analytical, communication, and mentorship skills.
- Ability to work independently and collaboratively in an interdisciplinary setting.
- Strong publication record in top-tier AI/ML conferences or journals is a strong plus.
Appointment
- Contract — up to two years, renewable subject to good performance and mutual agreement.
Key Dates
- Not specified