Principal SoC Architect (ML Accelerators)
Cirrus Logic - Austin, TX
Hiring: Principal SoC Architect (ML Accelerators) Company: Cirrus Logic Location: Austin, TX Job Posted Time: 2026-09-12 14:14:05 Target Skills & Keywords : ASIC, Agile, Embedded Systems, FPGA, Machine Learning, SOC About the job Experience: •10+ years in SoC or accelerator design, with a focus on ML, DSP, or high-performance edge compute. Required Skills: •Architecture Leadership: Define the end-to-end architecture for ML accelerators and SoCs, including compute fabrics, dataflows, memory hierarchies, and integration with mixed-signal front ends. •Cross-Domain ML Enablement: Translate domain-specific requirements (voice interaction, sensor analytics, motor control) into architectural specifications and accelerator designs. •Exploration & Tradeoff Analysis: Lead architectural exploration of performance, power, area, and cost tradeoffs; create models and benchmarks for workload-driven analysis. •ISA & Compiler Co-Design: Collaborate closely at the instruction set and compiler/toolchain level to ensure that the ISA, micro-architecture, and runtime stack are co-optimized for ML workloads and domain-specific kernels. •Prototype & Validation: Partner with internal engineering, startups, and research institutions to rapidly prototype candidate architectures on FPGA/ASIC platforms and validate with representative workloads. •Security Architecture: Define and evaluate on-chip security architectures, including trusted execution environments (TEE), enclaves, memory partitioning, and hardware root-of-trust, ensuring robust protection for ML-enabled SoCs. •Technology Scouting: Evaluate external IP, startups, and research in ML accelerators; identify opportunities for partnership, licensing, or incubation. •Advisory & Influence: Serve as a technical advisor across multiple CVL initiatives; mentor engineers, guide innovation managers, and influence long-term compute strategy. Qualifications: •Technical Expertise: Deep understanding of ML accelerator architectures, including systolic arrays, SIMD/VLIW, RISC-V/ARM integration, memory subsystems, and dataflow optimization. •ISA & Compiler Co-Design: Hands-on experience defining ISAs or ISA extensions and collaborating with compiler/runtime teams to tightly couple software to hardware micro-architecture. •Mixed-Signal Awareness: Familiarity with the architectural implications of coupling ML compute with analog/mixed-signal front ends. •System Modeling: Strong experience in architectural modeling, workload benchmarking, and system-level tradeoff analysis. •Prototyping Tools: Expertise with simulation, emulation, FPGA prototyping, and performance modeling frameworks. •Collaboration: Proven track record of working with cross-functional teams spanning hardware, software, research, and business. •Communication Skills: Ability to clearly articulate complex architectural concepts to both technical and non-technical audiences, including executives. •Security Architecture Expertise: Experience in hardware-level security stacks, including TEEs, enclaves, memory isolation schemes, secure boot, and cryptographic accelerators. •Startup/Incubator Experience: Experience driving early-stage architectural concepts from exploration through to prototype. •Low-Power Design: Expertise in energy-efficient architectures for edge workloads. Interested candidates, please apply directly through the job posting on company's career page or try via AI auto apply on this platform. Don't miss this opportunity to join a forward-thinking team!