Sr. Research Engineer – AI/ML Image Processing & Computational Photography
Core
Research and develop novel AI/ML-based image processing, computational photography, and computer vision algorithms for Sony's next-generation imaging products.
Role type
Senior Research Engineer (AI/ML Image Processing & Computational Photography)
Builds
Next-generation digital imaging products (cameras, sensors, ISPs)
Domain
Consumer Electronics / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep learning, machine learning, AI algorithms, signal processing, statistical modeling, image/video processing, camera ISP, computational photography, low-level computer vision, Python, PyTorch, C/C++, Linux
Preferred skills
Peer-reviewed publications, experimental design, hypothesis testing, rapid prototyping
Technologies
PyTorch, Python, C/C++, Linux
Responsibilities
Research and develop novel AI/ML methods for image processing and computer vision; formulate research problems and design experiments; conduct feasibility studies and prototype ideas; benchmark algorithm performance; conduct literature reviews and attend conferences; document methodology and results; draft invention disclosures and patent applications; submit technical articles.
Seniority
Senior, hands-on IC
