AI Researcher

PENTAS VISION PTE. LTD.; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

A leading tech company in Singapore is seeking an AI Researcher to develop advanced image processing algorithms and transform academic innovations into real-world applications. The ideal candidate will have a Master's or Ph.D. in a related field, strong skills in image processing, Python, and C/C++ programming, and experience with deep learning frameworks. This role is pivotal in integrating cutting-edge technologies into products that enhance imaging performance.

Qualifications

• Master's or Ph.D. in a related field with focus on AI or image processing.
• Strong knowledge of image processing algorithms.
• Experience with model training and optimization.

Responsibilities

• Research and develop image processing algorithms.
• Deploy image quality algorithms based on sensor data.
• Collaborate with teams for algorithm integration.

Skills

Image processing

Computer vision

Deep learning

Python

C/C++

Deep learning

Education

Master’s or Ph.D. in Computer Science or related field

Tools

PyTorch

TensorFlow

Job description

Technical direction: Image Restoration and Enhancement

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.