Why this role stands out
Shape the future of AI at the edge as a Principal SoC Architect at Cirrus Logic, a company celebrated for its award-winning culture and commitment to innovation. This hybrid role offers you the chance to lead groundbreaking ML accelerator designs within a supportive and inclusive team, driving significant impact in new markets. If you are a visionary architect passionate about the intersection of hardware and machine learning, this is an exceptional opportunity to grow your career.
Quick overview
Job description
Responsibilities:
- 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.
- Customer & Market Alignment: Work backwards from customer problems to ensure architectures are not only performant, but also scalable, integrable, and monetizable in real-world systems.
- Thought Leadership: Publish architectural principles, drive internal alignment around ML-enabled mixed-signal processing, and represent CVL in industry and academic forums.
Required Skills and Qualifications:
- Educational Background: Ph.D or Master’s degree in Electrical Engineering, Computer Engineering, or related technical field.
- Experience: 10+ years in SoC or accelerator design, with a focus on ML, DSP, or high-performance edge compute.
- 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.
Preferred Skills and Qualifications:
- 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.
- External Engagement: Strong network in academia and industry in ML accelerators, SoC design, or edge AI.
- Patents & Publications: Demonstrated thought leadership through IP generation and publications in top-tier conferences/journals.
- Agile & Lean Innovation: Familiarity with agile practices for rapid prototyping and early product validation.
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