Responsibilities
- Investigate AI and deep learning algorithms and extract the computation and logic operations for hardware implementation.
- Define fixed point specification for hardware implementation while balancing the hardware cost and algorithm performance.
- Work together with hardware team and software team to define the hardware architecture for the chip and for the accelerator core.
- Work together with hardware team and algorithm team to define the system specification for the accelerator core including fixed point specifications.
- Improve AI and deep learning algorithms considering fixed point process and hardware implementation.
- Develop a C/C++ based system simulator to model the behavior of the accelerator core. The system simulator and the hardware implementation should achieve bit true match.
- Drive the system level bit true match for hardware verification and provide test vectors.
- Drive system level chip debug and isolate the bug location.
- Drive technical debug and resolution of issues encountered at the complete system level. Propose creative workarounds and implement solutions to complex problems.
- Effectively present technical information to teams of engineers. Educate Field Application Engineers (FAEs) on new product features and operation.
- Work with the Technical Publications group on engineering notes, data sheets, and architectural manuals.
Essential Requirements
- Minimum 5 years industry experience with master’s degree in Electrical/Computer Engineering field or minimum 7 years industry experience with Bachelor’s Degree in Electrical Engineering/Computer Engineering.
- Industry experience on fixed point algorithm design and system specification design such as digital communication systems are desired.
- Strong math skills and problem solving skills.
- Industry experience on SoC level system specification design such as software/hardware partition is preferred.
- Experience developing/debugging C/C++ based code is a must.
- Practical experience in system level debug.
- Excellent problem solving skills.
- Ability to work independently with little or no supervision under tight schedules.
- Ability to quickly learn new technologies.
- Strong communication skills, including verbal, presentation, and documentation.
- Excellent teamwork skills.
技能標籤： soc level system
