Key skills
MATLABAIMLCaching
About this role
Role Overview
- 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
- Develops technology roadmaps for electrical/hardware engineering team; identifies gaps and solutions for future growth.
- Communicates strategy and technology roadmaps to executive staff, industry partners and customers.
- Provides innovative solutions and integrates advanced technologies, theories, or techniques with a significant impact across disciplines, championing large projects for long-range goals.
- Provides consultation, design input, and feedback for new product development and design reviews across multiple organizations and architectures.
Requirements
- Four-year or Graduate Degree in Electrical Engineering, or any other related discipline or commensurate work experience or demonstrated competence.
- Typically has 12+ years of work experience, preferably in electrical design and tools, software packages, architecture of electronic hardware, or a related field.
- Memory & AI model design
- Computer Science
- Debugging
- Electrical Engineering
- Electronic Engineering
- Electronics
- Field-Programmable Gate Array (FPGA)
- Hardware Architecture
- Hardware Design
- MATLAB
- Mechanical Engineering
- New Product Development
- Oscilloscope
- Physics
- Printed Circuit Board
- Schematic Capture
- Simulations
- Systems Design
Benefits
- Health insurance
- Dental insurance
- Vision insurance
- Long term/short term disability insurance
- Employee assistance program
- Flexible spending account
- Life insurance
- Generous time off policies, including; 4-12 weeks fully paid parental leave based on tenure
- 11 paid holidays
- Additional flexible paid vacation and sick leave