(Sr./Staff) System Engineer - Edge AI & Systems

Salary :

$7,100 monthly

Company : Omni Vision

Job Type : Full Time

Singapore

Number of Applicants

000+

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Job Description - (Sr./Staff) System Engineer - Edge AI & Systems

Description

We are looking for multiple seasoned Senior and Staff System Engineers to grow an Edge AI & Systems software team to the next level. This team works within the larger ASIC team to architect and enhance Neural Network solutions in the Video Processor roadmap including these current and older products:

https://www.ovt.com/products/oax8000/
https://www.ovt.com/products/oax4600/
https://www.ovt.com/products/oa7100/

Deliveries:

Neural Network Processor (NPU) architecture, programming Model, simulation, verification, profiling and optimization
Specification, review and verification of other IP blocks
FPGA images and IO boards for pre-silicon verification and design exploration
Boot ROM, bare metal BSPs, sample applications

Responsibilities:

Support Inference Engine, Toolchain and ASIC teams on NPU
Constantly improve productivity through automation in all areas

Skills:

Strong ANSI C bare-metal design, implementation, optimization and debugging using GCC-like toolchains
Strong processor architecture knowledge: ARM/RISC-V ISA, symmetric multiprocessing, cache architecture, SIMD, Vector Processing, custom instructions
Strong software, hardware and FPGA debugging capability
Good communication, collaboration, task estimation & reporting, CI/CD via tools such as Confluence, Git, JIRA etc
Familiarity with Python for prototyping, demo, verification and/or automation
OS: GNU/Linux, proprietary RTOS, Bare metal

The following will be advantageous:

Detailed and comprehensive understanding of TinyML (e.g. TensorFlow Lite for MCUs), from training, quantization through to operator execution, optimizing for power, performance, and size.

Requirements:

Ph.D/MSEE/BSEE in Electrical Engineering, Computer Science or Computer Engineering
At least 5 years of commercial embedded system architecture and development experience.
Experienced in fixed point computing implementation strategies, such as quantization, scaling, saturation and overflow handling.
Design, implement, and maintain high-quality C/C++ functional & bit-Accurate Model for NPU operation simulation

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About the Company

Omni Vision

OMNIVISION is a leading Semiconductor Manufacturer of Sensing, Analog and Touch & Display Solutions. We offer imaging solutions for the Automotive, Medical Imagining, Mobile Devices, Surveillance and Drone and laptop computer industries.

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(Sr./Staff) System Engineer - Edge AI & Systems

Job Description - (Sr./Staff) System Engineer - Edge AI & Systems

Description

About the Company

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