Software Architecture Engineer at Ambarella

Hsinchu, , Taiwan -

Full Time

Start Date

Immediate

Expiry Date

28 Jun, 26

Salary

0.0

Posted On

30 Mar, 26

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Computer Architecture, Hardware Modeling, Software Performance Optimization, Deep Learning, Computer Vision, System Design, Performance Bottlenecks, Graph Theory, Network Analysis, C++, Python, Hardware Development Languages, Image Processing, Robotics, Neural Networks, Performance Analysis Infrastructure

Industry

Semiconductor Manufacturing

Description

AI Vision Processors For Edge Applications Our solutions make cameras smarter by extracting valuable data from high-resolution video streams. Job Description The rapid acceleration of deep learning is leading to new generations of high-performance and low-power architectures to bring cutting edge computer vision algorithms to diverse new markets. At Ambarella, architecture engineers work at the forefront of this technological leap in computer architecture by designing new systems to accelerate key functions of computer vision. Studying industry trends across deep learning and computer architecture, we create new ideas and concepts for software systems and hardware design, justify and document new features and train others to leverage the most of our architecture. Our team members translate algorithms into hardware design specifications, identify performance bottlenecks, optimize system performance and build our knowledge into software libraries to benefit other internal teams and external customers across different target markets. Our team works closely with all members of our high level software, compiler and SoC design teams, thus our team clearly communicates in both verbal and written form. We actively seek candidates with strong background in either architecture, hardware modeling or software performance optimization experience to join an exciting cross-functional team to deliver the next generation of Ambarella's computer vision processors. [Responsibilities] - Model performance critical areas of the hardware architecture, identify performance bottlenecks and propose solutions. - Develop expertise in neural network structures and their evolution as it applies to image processing, computer vision and robotics. - Apply graph theory and network analysis to understand and solve resource allocation problems in neural networks. - Develop performance analysis infrastructure and tooling. - Interface with various teams in the organization for data collection and productization of solutions. Job Requirements: - PhD or Masters in Computer Science, Electrical Engineering or related field. - Solid understanding of computer architecture and processor systems. - Proficiency in C/C++, Python, and hardware development languages. - Excellent communication skills. Combining technical expertise and a commitment to quality, Ambarella has established itself as the industry standard for excellence in video performance by offering pristine imagery, efficient compression, and low-power operation. For our next phase of growth, we are looking for talented team members to help us deliver our advanced computer vision algorithms to tomorrow’s intelligent video products. Our target applications include autonomous vehicles, intelligent video surveillance, self-flying drones, smart wearable cameras, 360-degree immersive video, and more.

Responsibilities

Architecture engineers will model performance-critical hardware areas, identify bottlenecks, and propose solutions while developing expertise in neural network structures relevant to computer vision and robotics. They will also develop performance analysis infrastructure and interface with various teams for data collection and solution productization.