What are the responsibilities and job description for the Senior Machine Learning Scientist position at Aitopics?
ASUS Robotics & AI Center
The ASUS Robotics & AI Center is seeking an experienced and talented Senior Machine Learning Scientist to join our global research and development team. This role is critical to driving the development, fine-tuning, and deployment of advanced machine learning solutions, including foundation models, that power the next generation of AI and robotics technologies.
We are looking for a proactive leader with deep expertise in machine learning, a proven ability to lead teams and workflows, and a passion for tackling complex challenges. The ideal candidate will bring enthusiasm for innovation, a strong foundation in AI technologies, and a commitment to delivering scalable and reliable solutions within a collaborative, multidisciplinary environment.
Responsibilities
- Supervise, lead, and mentor teams of machine learning scientists and engineers.
- Lead the productization of machine learning workflows, ensuring scalability, reliability, and efficiency in production environments.
- Ensure that training and evaluation address realistic usage scenarios and that the trained models are fit for purpose.
- Research, fine-tune, and deploy large-scale foundation models for diverse real-world applications.
- Design automated ML pipelines for training, evaluation, and deployment, incorporating MLOps best practices.
- Coordinate the design and implementation of data collection strategies and compute infrastructure for fast experimentation.
- Work with data infrastructure engineers to build top-notch data infrastructure and tools.
- Continuously improve fast experimentation, iterations, and exploratory data analysis to reduce time to market.
- Write clean, maintainable, and well-commented source code, adhering to modern software development practices.
- Work in a cross-functional team that takes ownership of the full software lifecycle.
- Independently read relevant literature and share your insights and knowledge with other stakeholders.
- Collaborate with other teams to make optimal software architecture design decisions.
Requirements
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