Senior/Principal Researcher: Next-generation NPU and Agentic CPU Micro-architecture
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Das ist der Job
In parallel, the work explores a new generation of CPUs tailored to the agentic AI era.
Darum lohnt es sich
Research experience and/or strong knowledge in at least one of the following areas: Computer Architecture and Micro‑architecture: Computer Architecture and Micro‑architecture of modern Intel/ARM/AMD CPUs, Nvidia GPUs, or Google’s TPUs.
Responsibilities: The research investigates the next generation of Neural Processing Units (NPUs), with particular focus on core micro‑architecture.
This spans the frontend (branch prediction, BTB, instruction prefetchers), register files, issue and wake‑up logic, scalar functional units, vector functional units, and tensor units; the backend (TLBs, L1, scratchpads); and the broader cache hierarchies and memory systems that feed them.
As agent‑based systems now spend time not only on the GPU/NPU but also on the CPU—handling tool calling, agent‑logic scheduling, context management, and similar tasks—the CPU must become resilient to bursty compute and capable of rapid context switching, without the resource thrashing and limited on‑chip contexts that constrain today’s designs (most of which support only 2‑way SMT).
Investigate and prototype new architectural features, including but not limited to: NPU Core Micro‑architecture: Explore frontend mechanisms (branch prediction, BTB, instruction prefetching), register file organization, issue and wake‑up logic, and the design of scalar, vector, and tensor functional units to maximize throughput and utilization for AI workloads.
NPU Backend and Memory System: Investigate backend structures including TLBs, L1 caches, and scratchpads, along with cache hierarchies and memory systems that sustain high bandwidth and low latency to the compute units.
Agentic CPU Architecture: Design CPUs tailored to agentic AI, where the processor handles tool calling, agent‑logic scheduling, and context management alongside accelerator‑bound work.
Resilience to Bursty Compute and Context Switching: Develop architectural support for rapid context switching and high thread‑level concurrency that goes beyond conventional 2‑way SMT, mitigating the on‑chip resource thrashing and limited context capacity of current designs.
Produce and present research papers at top‑tier conferences and journals (e.g., ASPLOS, ISCA, MICRO, HPCA). Establish and maintain collaborations with leading academic institutions and faculty. Mentor and support junior researchers and interns in their professional development.
Requirements: PhD in Computer Science, Electrical Engineering, or related field. Strong background in Computer Architecture and Micro‑architecture is a must. Creativity and the ability to think outside the box to develop innovative technologies. Experience with computer architecture simulators: Gem5, ChampSim, Sniper, ZSim, or QFlex.
Vector and Matrix Extensions: ARM SVE/SME or Intel SSE/AVX/AMX. GPU programming model: Understanding of CUDA kernels and PTX/SASS instructions. Micro‑architecture characterization: Understanding of profiling and characterization and bottleneck analysis on applications on CPU/GPUs via Performance Monitoring Units (PMUs).
Proven track record of publishing research papers in top‑tier conferences or journals. Excellent analytical, problem‑solving, and system‑level thinking skills. Strong development and prototyping skills are a must. Strong interpersonal skills, with a collaborative spirit and the ability to work independently.
Why join us: Collaborate with world‑class scientists and engineers in an open, curiosity‑driven environment; Access to state‑of‑the‑art technology and tools; Opportunities for professional growth and development; Competitive salary, and a high quality of life in Zurich, at the center of Europe; Last but certainly not least: be part of innovative projects that make a difference. #J-18808-Ljbffr
Bereit?
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