Distinguished Technologist - AI Model Performance Architect
Core
Architecting AI model performance through HW/SW co-design, optimizing system memory architecture, and developing strategies for faster model startup and improved inferencing efficiency.
Role type
Distinguished Technologist (AI Model Performance Architect)
Builds
Optimized AI workloads, technology roadmaps for electrical hardware design, and industry-leading R&D solutions.
Domain
Electrical Engineering, AI/ML Infrastructure, Hardware Architecture
Deliverable
production ML models | infrastructure
Required skills
Memory & AI model design, Computer Science, Electrical Engineering, Hardware Architecture, FPGA, Systems Design, MATLAB, Hardware Design, Simulations, Debugging
Preferred skills
New Product Development, Mechanical Engineering, Physics, Schematic Capture, Oscilloscope, Printed Circuit Board
Technologies
FPGA, MATLAB, Oscilloscope
Responsibilities
Analyze system bandwidth, latency, and compute bottlenecks; Model performance across CPU/GPU/NPU for AI workloads; Simulate workload execution (PnP tradeoffs, resource contention); Optimize model execution (initialization time, caching, KV reuse); Drive HW/SW co-design (memory, caching, scheduling); Partner with ML teams to align model structure with system architecture; Define long-term vision and strategy for electrical hardware design; Develop technology roadmaps for electrical/hardware engineering teams; Communicate strategy to executive staff and industry partners; Provide consultation and design input for new product development; Mentor less-experienced staff in electrical hardware design and innovation.
Seniority
Distinguished, strategy & mentorship