Software Engineer III, AI/ML, DSP/HTP Optimisation — Google Switzerland
NewCHF 73'500 - 111'500
Google Switzerland · Zürich (ZH)
- Location
- Zürich
- Contract
- full-time
- Posted
- 7 days ago
SalaryCHF 73'500 - 111'500
Role overview
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- Utilise Digital Signal Processors (DSP) and Hexagon Tensor Processors (HTP) architectures to accelerate ML models while effectively minimizing thermal impact.
- Conduct rigorous power profiling and implement hardware-specific optimizations to maintain consistent feature performance across all use cases.
- Bachelor’s degree or equivalent practical experience.
- 1 year of experience with ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging).
Main responsibilities
- Utilise Digital Signal Processors (DSP) and Hexagon Tensor Processors (HTP) architectures to accelerate ML models while effectively minimizing thermal impact.
- Conduct rigorous power profiling and implement hardware-specific optimizations to maintain consistent feature performance across all use cases.
- Own the end-to-end performance optimization of models to operate within a strict power budget.
- Define the efficiency standards on next-generation hardware at the intersection of ML and system architecture.
Key requirements
- Bachelor’s degree or equivalent practical experience.
- 1 year of experience with ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging).
Application process
- Minimum qualifications:
- Bachelor’s degree or equivalent practical experience.
- 2 years of experience with software development in C++ or Python programming languages, or 1 year of experience with an advanced degree.
- 1 year of experience with ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging). Preferred qualifications:
- Master's degree or PhD in Computer Science or related technical fields.
- Experience developing accessible technologies.
- Deep understanding of machine learning principles to ensure algorithms perform within strict power limits.
- Maintaining a current and thorough understanding of the latest developments in Digital Signal Processors (DSP), Hexagon Tensor Processors (HTP), and system-on-chip (SoC) architectures to effectively leverage hardware-specific features for maximum efficiency and thermal management. About the job
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