The role of our growing AICS Research team (https://aics.asus.com/ai-research-en/) is to work on ambitious long-term research goals, while laying out intermediate milestones to solve large-scale, real-world problems. Specific research topics of interest include (but are not limited to) domain generalization, long-tailed learning, and self-supervised approaches. We are recruiting at junior and senior levels, preferably at our Singapore office, but also considering remote work.

Job Responsibilities:

•                      Drive ML/CV research from concepts to feasible output to determine the viability of ideas and technologies

•                      Research and implement innovative ML algorithms and tools

•                      Publish and present your work in the top AI/ML venues

•                      Collaborate with university partners and clinical experts on research projects, supervise students and interns

•                      Work with product and engineering teams to transform research prototypes into production

Requirements:

•                      Ph.D. degree in computer science or related discipline

•                      Strong expertise in state-of-the-art machine learning methods, especially in the domains of computer vision, natural language processing, and/or time series analysis

•                      Experience working in an academic or industry research lab

•                      Track record of publications at top peer-reviewed conferences and journals

•                      Hands-on experience with deep learning frameworks such as PyTorch, Keras, and Tensorflow

•                      Familiarity with MLOps and deploying models in production will be beneficial

You may apply via https://aics.asus.com/career-en/ai-researcher/ or email me your CV directly. We look forward to hearing from you!

Best regards,

Stefan Winkler