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Hardware • Information Technology • Software
Lead synthesis, timing convergence, and implementation readiness for AI accelerators. Own synthesis flows, SDC constraints, timing closure, physical-aware optimization, vendor coordination, and apply automation/AI to improve QoR and timing debug across multi-million-gate designs.
Top Skills:
5Nm Process NodeCadence GenusMmmcPythonRtlSdcSynopsys Design CompilerTcl
Hardware • Information Technology • Software
Lead physical implementation of AI accelerator ASICs from floorplanning through tapeout. Drive placement, CTS, P&R, signal/IR/EM closure, signoff, and methodology development. Partner with RTL, synthesis, DFT, package, and backend teams to deliver timing, power, area, congestion, and yield targets, and apply AI techniques to optimize QoR.
Top Skills:
2.5DCalibreChipletIcc2InnovusLpddrPrimetimeRedhawkSerdesSramTempusVoltus
Hardware • Information Technology • Software
Lead architecture and performance exploration for next-generation AI inference accelerators. Build analytical models and simulation frameworks, define subsystem interfaces and roadmaps, and drive hardware/software co-design with compiler, runtime, ML, and silicon teams to optimize latency, throughput, memory, interconnects, power, and cost for evolving LLMs and transformer-based workloads.
Top Skills:
Ai AcceleratorAsicCompilerGpu ArchitectureHardware/Software Co-DesignInterconnectsKv-CacheLarge Language Models (Llms)Linear/Sub-Quadratic AttentionMemory SystemsMoePerformance ModelingSimulation FrameworksSocSparse ModelsState-Space ModelsTransformer Models
Hardware • Information Technology • Software
Lead power architecture, modeling, optimization, and verification for AI accelerators. Develop lifecycle power models, drive low-power techniques (clock/power gating, voltage islands), own UPF/CPF flows and power-aware verification, partner with cross-functional teams on power integrity and silicon validation, and apply AI tools to improve power analysis and anomaly detection.
Top Skills:
CpfDvfsHbmJoulesLpddrPciePrimepowerRtlSerdesUpf
Hardware • Information Technology • Software
Lead pre-silicon emulation strategy for a next-generation AI inference ASIC using Cadence Palladium. Architect multi-rack models, enable software left-shift via hybrid emulation, verify high-speed interfaces and memory hierarchies, perform power/performance analysis, and collaborate with RTL, DV, software teams and Cadence R&D to ensure silicon readiness.
Top Skills:
112G VsrAmba AxiBashCC++Cadence Palladium Z1/Z2/Z3DdrDpiDynamic Power Analysis (Dpa)EthernetIceNocPalladium Z3Pcie Gen6Pcie Gen7PythonSce-MiSimvisionSystemverilogTclVerdiVerilogVif
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