Sr Principal Engineer Machine Learning (MLA) Verification (AI2293)
SiMa Technologies - San Jose, CA
posted 1 day ago
About the position
The MLA Design Verification (DV) team at SiMa is involved in the functional verification of Machine Learning Accelerator (MLA) and computer vision pipeline at block, sub-system and SoC level. Will also be involved in bringup and debug on emulator. As the MLA Design Verification Engineer, you will participate in MLA architecture, micro-architecture and feature discussions and reviews, define and develop MLA test bench components using UVM & SystemVerilog, develop DV reference models as needed in C or SystemVerilog, develop and execute a test plan, and perform verification execution of MLA and MLSoC functionality and performance measurements. You will lead code coverage reviews and closure, manage debug test and regression failures, as well as emulation failures, and work closely with the Architecture, MLSoC Hardware and MLA Software teams.
Responsibilities
- Participate in MLA architecture, micro-architecture and feature discussions and reviews
- Define and develop MLA test bench components using UVM & SystemVerilog
- Develop DV reference models as needed in C or SystemVerilog
- Develop and execute a test plan
- Verification execution of MLA and MLSoC functionality and performance measurements
- Lead Code coverage reviews and closure
- SystemVerilog Assertion functional coverage development and closure
- Manage debug test and regression failures, as well as emulation failures
- Work closely with the Architecture, MLSoC Hardware and MLA Software teams
Requirements
- BS/MS in EE (Electrical Engineering) or CS (Computer Science) with 15+ years of experience in functional verification of pipe-line based design preferably MLAs, DSPs, CPUs or GPUs
- Very good experience of UVM and SystemVerilog based verification methodology is a must
- Proficiency in C/C++ programming is a plus
- Working experience on emulation is a plus
- Skill set for silicon debug on the lab/board set-up
- Good debug and problem solving skill
Benefits
- Annual salary range from $240,000 - $317,200
- Equal opportunity employer
