Image Signal Processing Algorithm Engineer

PERSOLKELLY SINGAPORE PTE. LTD.; Singapore; On-site; SGD 70,000 - 100,000; Full time

Job summary

A leading technology firm in Singapore seeks a PhD-qualified researcher specializing in advanced image/video processing algorithms for applications in autonomous driving and machine vision. The ideal candidate will be responsible for research, design, and the implementation of perception algorithms. Experience with C/C++ and AI frameworks like TensorFlow or PyTorch is essential, along with a strong background in machine vision. The role offers collaboration with cross-functional teams and opportunities for innovative research.

Qualifications

• PhD in Computer Science, Robotics, Electrical Engineering, or related field focused on vision.
• Experience with deep learning frameworks like TensorFlow or PyTorch.
• Ability to communicate effectively in a team environment.

Responsibilities

• Participate in research of image/video processing algorithms for autonomous driving.
• Design and implement perception algorithms for robotics and machine vision.
• Collaborate with cross-functional teams to deliver end-to-end solutions.

Skills

Image enhancement

Noise removal

C/C++ programming

Familiarity with AI frameworks

Video processing standards

Education

PhD in Computer Science or related field

Tools

TensorFlow

PyTorch

OpenCV

Job description

Key Responsibilities:

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

Research, design, and implement advanced perception algorithms in one or more of the following areas:

• 3D vision (stereo vision, structure-from-motion, SLAM, LiDAR-camera fusion, depth estimation)
• Vision-Language Models (VLMs) / Vision-Language Alignment (VLA)
• World models for robotics and autonomous driving perception & prediction
• Collaborate with cross-functional teams in sensor fusion, planning, and control to deliver end-to-end solutions.

Publish research findings, file patents, and keep track of cutting-edge academic and industrial progress in the field.

Contribute to scalable deployment of algorithms on embedded platforms.

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 in Computer Science , Robotics, Electrical Engineering or related field with a focus on computer vision, machine learning or robotics perception.
• 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

Interested candidate please click "APPLY" to begin your job search journey.

We regret to inform that only shortlisted candidates will be notified.

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