Senior Performance Modeling and Benchmarking Engineer
Synopsys
We Are:
At Synopsys, we drive the innovations that shape the way we live and connect. Our technology is central to the Era of Pervasive Intelligence, from self-driving cars to learning machines. We lead in chip design, verification, and IP integration, empowering the creation of high-performance silicon chips and software content. Join us to transform the future through continuous technological innovation.
You Are:
We are expanding our system architecture team and seeking a performance modeling, benchmarking expert. As a key member of our team, you will work closely with senior experts to drive technical problem-solving, architecture design, and innovation.You will be responsible for internal and customer-oriented benchmarking and performance analysis.
What You’ll Be Doing:
- Develop and maintain an analytical performance model that models new hardware and compiler functionality of the current and future versions of the NPX6 Neural Processing Unit.
- Support customers using the performance model.
- Support benchmarking activities and analyze performance bottlenecks.
- Analyze and benchmark new neural network structures and work out strategies to tile and parallelize them.
- Advice and support the hardware and software teams on performance improvements in tools and next generation hardware.
- Help define the key performance indicators, throughput, latency, bandwidth power for next generation AI workloads and hardware.
- Engage with strategic customers and partners.
What You'll Need:
We are seeking a candidate with:
- A Master's or Ph.D. degree in Computer Science, Electrical Engineering, or related field
- At least 5 years of related experience with the development of embedded software for parallel embedded systems.
- Knowledge of AI frameworks, principles, and algorithms
- Strong understanding embedded multicore architectures, and parallel processing concepts
- Strong programming skills
- Ability to work effectively in cross-functional teams
- Familiarity with Linux and Windows operating systems, C++, Python, and version control systems
- Strong problem-solving and analytical skills
The Team You’ll Be A Part Of:
We are a leading-edge R&D team developing the NPX6 advanced Neural Processing Unit (NPU), which supports AI-based inference applications in various embedded systems. The NPX6 NPU enables vision, large language models, lidar, audio, speech, and sensor fusion capabilities, among others.
Rewards and Benefits:
We offer a comprehensive range of health, wellness, and financial benefits to cater to your needs. Our total rewards include both monetary and non-monetary offerings. Your recruiter will provide more details about the salary range and benefits during the hiring process.
