About the job
The ASUS Robotics & AI Center is on the lookout for a highly skilled Senior Machine Learning Engineer to become an integral part of our global research and development team. This pivotal role focuses on spearheading the design and implementation of cutting-edge computer vision and perception systems for our next-generation autonomous platforms.
We seek an experienced engineer with profound technical knowledge, sound engineering judgment, and a strong history of delivering production-ready machine learning systems in challenging real-world scenarios. The ideal candidate will be a mature, self-motivated contributor capable of influencing technical decisions, mentoring peers, and collaborating effectively within a multidisciplinary team.
- Lead the architecture and development of machine learning systems tailored for computer vision and perception tasks.
- Enhance models for optimal real-time performance on embedded and edge computing platforms.
- Create and maintain resilient perception pipelines that integrate data from cameras and various sensors.
- Assess and apply state-of-the-art methodologies in deep learning, object detection, and visual tracking.
- Guide technical decisions and offer insights on architecture, tools, and best practices within the team.
- Design and conduct experiments, including simulations and real-world field tests, to validate model performance.
- Manage and enhance datasets, pipelines, and tools to facilitate efficient model training and deployment.
- Collaborate with diverse teams, including robotics, systems, and software engineers, to deliver production-ready solutions.
