Google is looking to solve the problem of optimizing the performance, power, and energy efficiency of current and future ML workloads, and to design and develop the next-generation ML systems with Hardware and Software co-design and optimization.
Requirements
- 2 years of experience with software development in one or more programming languages.
- 2 years of coding experience in one or more of the following languages: C, C++, Java, or Python.
- 2 years of experience testing, maintaining, or launching software products.
- 2 years of experience with data structures/algorithms.
- Experience focused on ML algorithm and performance analysis and optimization.
- Experience with architecture simulator development and microarchitecture.
- Knowledge of computer architecture such as TPU's or other accelerators.
Responsibilities
- Analyze performance, power, and energy efficiency of current and future ML workloads to identify issues.
- Enable the peak efficiency of future and current ML systems through full-stack ML hardware-software co-design by proposing Hardware-aware algorithm optimization and related simulation modeling.
- Establish an understanding of the latest business-critical production ML models (e.g., large-language models, large embedding models) to inform optimizations of model architecture, software systems, and hardware architecture.
- Explore and define future ML accelerator system and chip architectures with objective and data-driven insights.
- Design, develop, test, deploy, maintain, and enhance software solutions.
- Manage project priorities, deadlines, and deliverables.
- Build the Machine Learning (ML) systems with Hardware and Software co-design and optimization.
Other
- Bachelor’s degree or equivalent practical experience.
- Excellent communication skills.
- Display leadership qualities and be enthusiastic to take on new problems across the full-stack.
- Manage project priorities, deadlines, and deliverables.
- Work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve.
