AICS (https://aics.asus.com/ ) is a young ASUS division incubating applied software and AI services to create a new generation of smart medical solutions. The team is building and deploying deep technologies in Data Analytics, Speech Recognition, Natural Language Understanding, and Computer Vision to help accelerate the transformation towards an AI-powered future in healthcare.
The role of our AI Researchers is to work on ambitious long-term research goals, while laying out intermediate milestones to solve large-scale, real-world problems. As a senior member of the team, you will also help define research directions and guide junior researchers. Specific research topics of interest include (but are not limited to) generative models, knowledge discovery, domain generalization, long-tailed learning, and self-supervised approaches. We are currently recruiting at the senior level, either at our Singapore or Taipei offices.
Job Responsibilities:
* Drive AI/ML research from concepts to concrete output
* Invent and implement innovative ML algorithms and tools
* Publish and present your work in the top ML/NLP venues
* Guide junior research team members and PhD students
* Work with the product and engineering team to transform research prototypes into production
* Forge research collaborations with university partners and clinicians
Requirements:
* Ph.D. degree in computer science or related discipline
* At least 5+ years experience post-PhD, preferably in industry
* Strong track record of publications at top peer-reviewed conferences and journals
* Active in the research community and recognized by peers (e.g. conference committee membership, highly cited papers, awards)
* Expertise in state-of-the-art machine learning methods, especially in the domains of natural language processing
* Hands-on experience with deep learning frameworks such as PyTorch
* 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 -- Director of R&D Asus AICS Singapore https://aics.asus.com/
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