Senior Machine Learning Engineer - Computer Vision
ASUS Robotics & AI Center · Taipei
Job description
About the role
The ASUS Robotics & AI Center is looking for a Senior Machine Learning Engineer to join its global R&D team. The role leads the design and delivery of advanced computer vision and perception systems for next-generation autonomous platforms, and suits a seasoned, self-directed engineer who can drive technical decisions, mentor others and work in a collaborative, multidisciplinary team.
Key responsibilities
- Lead the design and development of machine learning systems for computer vision and perception tasks.
- Optimize models for real-time performance on embedded and edge computing platforms.
- Build and maintain robust perception pipelines integrating data from cameras and other sensors.
- Evaluate and implement state-of-the-art deep learning techniques in object detection and visual tracking.
- Drive technical decisions and guide architecture, tooling and best practices across the team.
- Design and run experiments, including simulation and real-world field testing, to validate model performance.
- Maintain and improve datasets, pipelines and tools for efficient model training and deployment.
- Work with robotics, systems and software engineers to deliver production-ready solutions.
Required profile
- Bachelor's degree or higher in computer science, electrical engineering, robotics or a related field.
- 8+ years of experience developing and deploying machine learning models for computer vision or perception applications.
- Strong problem-solving skills and the ability to lead technical work in a fast-paced, multidisciplinary environment.
- Understanding of software development best practices, including coding standards, code reviews, source control and test automation.
- Experience with robotics, autonomous systems or real-time perception applications is strongly preferred.
Required skills
- Proficiency in Python and deep learning frameworks such as PyTorch and/or JAX.
- Hands-on experience training models such as VLMs, ViTs and/or CNNs.
- Familiarity with classical computer vision techniques (e.g., OpenCV).
- Knowledge of MLOps practices (model versioning, CI/CD for ML) is a plus.
- Experience with camera geometry, 3D reconstruction or GPU programming (CUDA, Triton) is a plus.
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ASUS Robotics & AI Center
Taipei
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