Ai Hardware Architect

Summary

Join d-Matrix, a leader in generative AI, and become an AI Hardware Architect. This hybrid or remote role involves designing the next generation of AI solutions. You will be responsible for design space exploration, workload characterization, and ISA design. You'll collaborate with a team of hardware and software experts to build cutting-edge AI accelerators. The ideal candidate possesses extensive experience in computer architecture, hardware/software co-design, and AI workloads. d-Matrix values a collaborative and inclusive work environment.

Requirements

• PhD, Computer Science, Engineering or related degree + 15 or more years of industry experience
• Strong grasp of Computer architecture, HW/SW Co-design, digital design, and machine learning fundamentals
• Experience with Data parallel architectures and SIMD/Vector extensions
• Experience with workload characterization and competitive analysis
• Experience with performance modeling, analysis and correlation (w/ RTL) of GPU/AI Accelerator architectures
• Proficient in C/C++ or Python development in Linux environment and using standard development tools
• Self-motivated team player with a strong sense of ownership and leadership

Responsibilities

• Be part of the Hardware Architecture team that defines our next generation AI solution
• Design space exploration
• Workload characterization/mapping
• ISA design spanning the data plane as well as control plane in the SoC
• Design, model and drive new architectural features to help design next generation hardware
• Evaluate performance of cutting edge AI workloads
• Build and scale architectural solutions in a tight development window
• Work with a team of hardware architects to build the architecture from strawman to detailed specification
• Work closely with other software (ML, Systems, Compiler) and hardware (mixed signal, DSP, CPU) experts in the company

Preferred Qualifications

• Prior startup, small team or incubation experience
• Work experience at a cloud provider or AI compute / sub-system company
• Experience with ISA design and architecture specification