Kerja Sepenuh Masa, AI Researcher (Image Restoration - Enhancement) di Pentas Vision Pte Ltd West Region (Singapore) - Maukerja

Leveraging Sony’s world-leading sensor technology, Pentas Vision is committed to driving the deep integration of AI and sensor capabilities. We are seeking a highly skilled AI Researcher to lead cutting-edge research and applications in image restoration and enhancement, transforming academic innovations into real-world products.

What you will be doing:

• Research and develop state-of-the-art image processing algorithms, including but not limited to multi-frame fusion, denoising, deblurring, low-light enhancement, super-resolution, and HDR.
• Develop, optimize, and deploy image quality algorithms to enhance imaging performance based on sensor data.
• Design and implement algorithmic solutions using multimodal sensor data, and conduct proof-of-concept (PoC) development and validation.
• Collaborate with cross-functional teams to drive the successful integration of algorithms into products and services.

What you should have:

• Master’s or Ph.D. degree in Computer Science, Electrical Engineering, or related field, with a focus on AI, computer vision, or image processing.
• Strong knowledge of image processing and computer vision, with expertise in designing computationally efficient algorithms for mobile platforms.
• Familiarity with deep learning architectures, with research experience in GAN or diffusion-based image generation, and hands-on experience in model training and optimization.
• Proficiency in Python and C/C++, with strong experience using deep learning frameworks such as PyTorch or TensorFlow.
• Excellent problem-solving skills, with strong curiosity, self-motivation, and a passion for tackling challenging research problems.
• Strong teamwork and communication skills.

Preferred Qualifications:

• Demonstrated impactful publications in top-tier AI conferences (e.g., CVPR, ECCV, ICCV, NeurIPS, ICLR, SIGGRAPH, SIGGRAPH Asia) and leading journals (e.g., TPAMI, JMLR).
• Proven track record of success in international academic competitions, including notable wins or awards.
• Industry experience in relevant fields (especially in AI, machine learning, or computer vision-related projects) is plus.