AI Researcher (Contract)
Location : Cambridge (Onsite)
Job Purpose:
-Be responsible for researching Image and Video Quality Metrics solutions targeted for real:time mobile game rendering.
-Integrate AI algorithms targeted for enhancing Computer Graphics pipeline both in efficiency and quality.
Responsibilities:
As an AI Researcher you will:
-Research and develop new Image and Video Quality Metrics for different types of game graphics distortions.
-Researching, designing and developing comparison studies between Full:Reference vs Non:Reference vs Partial:Reference metric methods.
-Tackling technical challenges and reshaping AI research solutions to become product compatible solutions.
-Identify new AI technologies and plan for future projects and product solutions.
-Contribute to project requirements and understand AI product deployment tradeoffs.
-Establishing and creating datasets that meet product deployment scenarios.
-Assess our algorithm solution robustness under different deployment scenarios.
-Analyse and improve efficiency and performance of solutions for either cloud or on:device deployment.
-Documenting and reporting progress to your team/senior management and to cross:location/functional teams.
-Collaborate with cross:functional/location managers, researchers and engineers.
Background and Experience:
-Master/PhD degree in Machine Learning/Computer science/computer vision or related technical domain.
-4+ years of industry experience working on projects in: computer vision, image and video quality metrics, deep learning, machine learning, graphics.
-Expertise in AI, Machine Learning and Deep Learning
-Experience developing systems for manipulating image/video and multi:modality content.
-Experience in collecting, cleaning and creating datasets for AI model development.
-Minimum 5+ years' experience in at least one of the deep learning frameworks (e.g., Tensorflow, Caffe2, Pytorch, MxNet, Torch, etc.).
-Record of publications in top:tier conferences: CVPR, ECCV/ICCV, SIGGRAPH, BMVC, NeurIPS, ICML, ICLR.