System Architecture Expert
il y a 3 semaines
Job Title: System Architecture Expert
Location: Leuven, Belgium
Type: Permanent
Responsibilities:
- Develop System Architecture and in-house System-Technology Co-optimization (STCO) Roadmap.
- Keep up to date on recent developments in the field and make in-depth technical reports and presentations by studying literature and interacting with colleagues and partners regularly.
- Understand the architectural/performance modelling and simulation framework for compute and memory sub-systems (cache/main memory/storage) of a SoC/2.5D/3D IC design and be able to use it.
- Evaluate the impact of partitioning, device, technology on SoC design by leveraging hybrid integration solutions to scale specific parts of an SoC more efficiently. Explore dedicated AI systems which will drive emerging memory and technology benchmarking against state-of-the-art solutions and 3D design roadmap.
- Develop an understanding of applications meant for domain-specific/general-purpose computing and analyze relevant workloads, identifying bottlenecks or acceleration opportunities.
- Develop and manage internal software frameworks, repositories, and programs, maintaining, releasing, documenting, and improving existing software by collaborating with partners on new features and testing and evaluating new tools from the community.
- PhD in Electrical Engineering, Computer Science, or a master's with at least 3 years relevant industrial experience in memory sub-system architecture and performance modelling, SoC-level communication, workload characterization.
- A good working knowledge of computer architecture and underlying memory hierarchy and hands-on experience with relevant simulation tools like gem5, Ramulator, MQSim.
- Software development experience writing high-quality, tested code, preferably in SystemC, Python, C/C++ is a plus.
- Knowledge and understanding of application driven performance analysis.
- Knowledge on Machine learning, domain-specific application and algorithms is appreciated.
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