Senior Director Software Development - Performance Modeling and Optimization
Advanced Micro Devices
- San Jose, CA
- Permanent
- Full-time
- Performance modeling and analysis of ML training and inference workloads across a single and multiple accelerators. In addition of exploring various tradeoff and design decision.
- Participate in hardware-software co-design for future hardware optimization on various ML workloads.
- Communicate and present the results of the performance analysis and modeling to customers, stakeholders, and senior leadership. And provide a concrete recommendation.
- Develop and improve our framework, tools and infrastructure for performance estimation, modeling and reporting.
- Growing the team across multiple sites. Set strategy, direction and roadmap for the team.
- Cross team collaboration and working across the organization to identify opportunities and develop strategies.
- Multiple years of experience leading a performance engineering team.
- Strong technical expertise and experience in performance analysis, projection, and hardware architecture.
- Strong leadership skills, ability to work collaboratively with customers and cross-functional teams.
- A strong ability to mentor, coach, and inspire a diverse and talented team of researchers and engineers.
- Excellent written, verbal, and presentation skills, ability to coordinate internally and externally.
- A PhD or Master plus equivalent experience in computer science, electrical engineer, or a related field.
- San Jose, other locations will be considered.