Image Signal Processing Algorithm Engineer

Beijing Foreign Enterprise Management Consultants Co.,Ltd.; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Huawei is seeking a Image Signal Processing Algorithm Engineer to join their team in Singapore. The role involves researching advanced image/video processing algorithms for autonomous driving, machine vision, and professional photography products.

Candidates should have PhD-level expertise or fresh PhDs and strong skills in C/C++, OpenCV, and AI frameworks. Experience with video processing standards, model optimization, and deployment on ASIC or chipset is preferred.

Qualifications

• PhD or fresh PhD graduates welcome.
• Basic knowledge in digital signal processing and AI-based low-level computer vision.
• Familiar with at least one deep learning framework (TensorFlow, PyTorch).
• Working knowledge of C/C++ and/or OpenCV.

Responsibilities

• Participate in research of advanced image/video processing algorithms for autonomous driving, machine vision, and professional photography products.
• Prune, optimize, and deploy AI-based video/image processing algorithms on chipsets.
• Contribute to video algorithms for pre/post-processing, color consistency, and noise reduction.

Skills

Image processing

C/C++

OpenCV

Deep learning

TensorFlow

PyTorch

Machine vision

Communication

Education

PhD

Tools

OpenCV

TensorFlow

PyTorch

Job description

On behalf of Huawei, a world-renowned information and communication technology company, we are seeking passionate and talented individuals to join our team as Image Signal Processing Algorithm Engineer

Key Responsibilities:

• Participate in research of advanced image/video processing algorithms using for autonomous driving, machine vision, and professional photography products.

Required Skills:

• Research in image/video signal processing algorithms like noise removal, image enhancement, signal processing for digital cameras.
• Perform research into leading edge and emerging video technologies, ideas, approaches and keep up to date with new video processing standards and general industry trends
• Pruning, model optimization, and deployment of AI-based video/image processing algorithms on chipset.
• Machine vision-oriented video/image enhancement algorithm research and development
• C-model simulation for image/video signal processing algorithm development and verification.
• Ability to express ideas and communicate effectively.
• Any of the following skills and experiences would be an added advantage:
• Video algorithms for pre-processing, post-processing, video sharpening, temporal/spatial noise reduction, color consistency, etc.
• Key image processing algorithms for Camera Signal Processing cores

Required Qualifications:

• PhD relevant experiences (fresh PhD graduates) are welcome to apply.
• Basic knowledge in digital signal processing and AI based low-level computer vision approaches
• For deep learning projects, familiar with at least one deep learning framework such as tensorflow, pytorch, etc.
• Working knowledge of C/C++ and/or OpenCV.
• Familiarity with ASIC design approach and environment will be an advantage.