
Machine Learning Algorithm Engineer
3 days ago
Direct message the job poster from Beijing Foreign Enterprise Management Consultants Co.,Ltd.
On behalf of Huawei, a world-renowned information and communication technology company, we are seeking passionate and talented individuals to join our team as Machine Learning Algorithm Engineer
Responsibilities- Develop and optimize AI-driven real-time rendering algorithms for high-performance graphics pipelines.
- Collaborate with cross-functional teams, including AI researchers, software engineers, and 3D artists, to design innovative rendering solutions.
- Implement and improve machine learning techniques that enhance visual quality and performance in real-time environments.
- Contribute to the architecture and optimization of rendering systems to ensure scalability and efficiency.
- Stay updated with the latest advancements in computer graphics and AI, applying this knowledge to improve rendering techniques and solutions.
- Troubleshoot and resolve rendering performance issues, ensuring the highest quality visuals in real-time applications.
- Conduct rigorous testing and benchmarking of rendering algorithms and AI models.
- Write technical documentation and provide guidance to junior team members on best practices and advanced techniques.
- Master's or Ph.D. degree in Computer Science, Computer Graphics, AI, or a related field, or equivalent industry experience.
- More than 5 years working experience in computer graphics, with a deep understanding of rendering algorithms, shaders, and 3D graphics pipelines.
- Strong experience in AI and machine learning techniques, particularly in real-time or near-real-time applications.
- Proficiency in programming languages such as C++, Python, and experience with modern rendering APIs (e.g., Vulkan, DirectX, OpenGL).
- Familiarity with AI frameworks and libraries (e.g., TensorFlow, PyTorch) and their application to graphics rendering.
- Experience with real-time graphics engines (e.g., Unity, Unreal Engine) is a plus.
- Knowledge of GPU architectures, optimization techniques, and shader programming.
- Strong problem-solving skills and the ability to optimize algorithms for performance and memory efficiency.
- Excellent communication skills and the ability to work collaboratively in a fast-paced, multidisciplinary environment.
- Mid-Senior level
- Full-time
- IT Services and IT Consulting
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