Snabbfakta
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- England
Ansök senast: 2024-12-07
Artificial Intelligence Researcher
Publicerad 2024-10-08
AI Researcher - Contractor
Location: Cambridge, England (On-Site)
As an AI Researcher Contractor, you will invent, implement, and deploy cutting-edge AI algorithms and systems to enhance game graphics solutions. This is an on-site role based in Cambridge, England, where you will work on cross-domain projects that combine AI, computer vision, and graphics. You will develop prototypes and explore new concepts, collaborating closely with both AI and computer graphics teams to deliver high-quality, AI-driven graphics systems for mobile devices.
Job Purpose
- Research and develop neural rendering solutions aimed at real-time mobile game rendering.
- Integrate AI algorithms to enhance the computer graphics pipeline in terms of both efficiency and quality.
Key Responsibilities
- Research, design, and develop AI-based graphics algorithms for mobile games, including AAA titles.
- Solve technical challenges and refine AI research into practical product solutions.
- Identify emerging AI technologies and plan for future projects and product innovations.
- Contribute to project requirements and navigate AI product deployment trade-offs.
- Establish datasets that align with product deployment needs.
- Develop evaluation metrics to assess the robustness of computer vision and graphics algorithms across different scenarios.
- Analyze and optimize the efficiency and performance of solutions for cloud or on-device deployment.
- Document and report progress to your team, senior management, and cross-functional teams across locations.
- Collaborate with cross-functional managers, researchers, and engineers.
Required:
- Master’s/PhD in Machine Learning, Computer Science, Computer Vision, or a related technical field.
- 4+ years of industry experience in computer vision, 3D reconstruction, deep learning, machine learning, or graphics.
- Expertise in AI, machine learning, and deep learning.
- Experience developing systems for image/video manipulation and multi-modality content.
- Proven experience in creating, cleaning, and utilizing datasets for AI model development.
- Minimum of 5+ years of experience with at least one deep learning framework (e.g., TensorFlow, PyTorch, Caffe2, MxNet).
- A strong publication record in top-tier conferences such as CVPR, ECCV/ICCV, SIGGRAPH, BMVC, NeurIPS, ICML, or ICLR.
Desired (but not essential):
- Experience with cloud or on-device AI model deployment.
- Experience in shipping computer vision or 3D reconstruction technologies in commercial products.
- Familiarity with generative AI is preferred.
- Knowledge of semi-supervised, unsupervised, transfer, or lifelong learning is an advantage.
- Experience with CPU/GPU/NPU optimization.
- Strong interpersonal skills, including cross-group and cross-culture collaboration.
Fler jobb från Talent
2024-10-04