AI Researcher Contractor
1 month ago
Job Title: AI Researcher Contractor
Job Summary:
We are seeking an experienced AI Researcher Contractor to join our team at European Tech Recruit. As an AI Researcher Contractor, you will be responsible for researching and developing state-of-the-art AI algorithms and systems for enhancing existing Game Graphics solutions.
Key Responsibilities:
- Research and develop AI algorithms for enhancing Computer Graphics pipeline in efficiency and quality.
- Design and develop complete AI-based Graphics algorithms for mobile phone games, including AAA games.
- Tackle technical challenges and reshape 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 trade-offs.
- Establish and create datasets that meet product deployment scenarios.
- Develop evaluation metrics to assess computer vision and graphic algorithm solution robustness under different deployment scenarios.
- Analyze and improve efficiency and performance of solutions for cloud or on-device deployment.
- Document and report progress to the team and senior management.
Requirements:
- 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, 3D reconstruction, deep learning, machine learning, and 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.
Desired:
- Experience in cloud or on-device AI model deployment.
- Experience shipping computer vision or 3D Reconstruction and Modelling experience into commercial products and playing a key role in these product deployments.
- Experience in Generative AI is preferred.
- Knowledge of Semi-supervised Learning, Unsupervised Learning, Transfer Learning, and Long Life Learning is preferred.
- Interpersonal experience: cross-group and cross-culture collaboration.
- Experience with CPU/GPU/NPU optimization.
- Good written and spoken English.
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