ISP Machine Learning Modeling Engineer, Silicon

Key Skills

Python Programming, C++, C Programming, Aartificial intelligence, Machine learning techniques

Job Description

Minimum qualifications:

• Bachelor's degree in Computer Science or Electrical Engineering, or equivalent practical experience.
• 3 years of experience in programming (e.g., C/C++, Python) in industry roles.

Preferred qualifications:

• Master's degree in Computer Science or Electrical Engineering.
• 5 years of hardware industry experience.
• Experience in a SoC development environment.
• Experience in reference model development.
• Experience in C, C++, or Python programming.
• Knowledge of AI and Machine Learning accelerators.

About the job

In this role, you will create and maintain a software environment for reference ML accelerator c-models. You will develop a system model that expands the team to work across organizations for ML accelerator integration. You will work with architects, implementation designers, verification engineers, and software engineers for providing bit-accurate system c-models and specifications.

Google's mission is to organize the world's information and make it universally accessible and useful. Our team combines the best of Google AI, Software, and Hardware to create radically helpful experiences. We research, design, and develop new technologies and hardware to make computing faster, seamless, and more powerful. We aim to make people's lives better through technology.

Responsibilities

• Create and maintain software architecture for Machine Learning accelerators.
• Implement, model, analyze, and test Machine Learning accelerators.
• Develop a software environment for ISP Machine Learning accelerator development and simulation.
• Support delivery of ISP Machine Learning accelerator c-models for implementation and verification.
• Integrate the Machine Learning accelerator into compiler software environment.