Research Engineer , SCIS
Research Engineer , SCIS
Singapore Management University- Posted 11 days ago
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Job Description
Responsibilities
- This position is for School of Computing and Information Systems (SCIS).
- Develop and experiment an AI model to process and explain a video data..
- Multimodal representation learning (videos/images + texts, etc.).
- Self-supervised learning.
- Large language models.
- Domain adaptation.
- Work with a clinical partner.
- Other duties as assigned.
- Minimum Bachelor's in Computer Science, Information Technology, Information Systems or closely related disciplines.
- Minimum 1 years of relevant research experience in AI and machine learning.
- Basic knowledge/Proficiency in programming software/languages such as Python, Tensorflow, Pytorch is required.
- Demonstrated experience and know-how on creating an AI/ML model, multimodal AI, video analysis.
- Good analytical, technical and problem solving skills.
- Applicants with research publications in AI & Health areas will be advantageous.
- Self-motivated individual who can work independently and also collaboratively with team members.
More Info
Job Type:
Industry:
Employment Type:
Key Skills
Self-supervised learning
Large language models
Domain adaptation
Multimodal representation learning
Multimodal AI video analysis
About Company
Skills:
Statistical Analysis, C#, Unity, Python, Robotic interaction techniques, Live speech recognition, Academic manuscript preparation, Qualitative data analysis, Hand tracking, Interface prototyping, Academic research literature survey, User experimental design, Robotic simulation studies, Scene-graph representation, eye tracking
Skills:
C++, Programming, Research, Python, Design, Robotics, Manipulation, Computer Science, Electrical Engineering, reinforcement learning
Skills:
vision-language models (VLMs), large language models (LLMs), Algorithms, Deep Learning, Recommender Systems, Computer Vision, data structures, fine-tuning, transfer learning, loss functions, robotics learning, reinforcement learning, time-series forecasting, training dynamics, Speech Recognition, optimization methods, model architectures, distillation of foundation models, diffusion models, transformer-based models, edge AI
Skills:
spin coating , thermal evaporation , MATLAB, Python, LabVIEW, optoelectronic device characterization, encapsulation, transient measurements, Origin, UV-Vis spectroscopy, glovebox processing, AFM, Xrd, thin-film processing, photoluminescence spectroscopy, perovskite materials synthesis, solar simulator, device fabrication, micro nanofabrication, ald, EQE, Sem, sputtering
Skills:
Tensorflow, Pytorch, Python, Self-supervised learning, Large language models, Domain adaptation, Multimodal representation learning