Machine Learning Algorithm Engineer

3 weeks ago

Singapur, Singapore Beijing Foreign Enterprise Management Consultants Co.,Ltd. Full time

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.
Qualifications
  • 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.
Seniority level
  • Mid-Senior level
Employment type
  • Full-time
Job function
  • IT Services and IT Consulting
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