Senior Graphics Machine Learning Engineer

Advanced Group
München, Germany
13 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Working hours
Regular working hours
Languages
English
Job source

Tech stack

Clean Code Principles 3D Rendering Application Programming Interfaces (APIs) Artificial Intelligence Artificial Neural Networks Computer Vision C++ (Programming Language) CMake Software Code Optimization Nvidia CUDA Computer Programming Computer Engineering
+18 more
Continuous Integration Data Cleansing Software Debugging Direct3D Python (Programming Language) Machine Learning Object-Oriented Software Development OpenCL Performance Tuning Tensorflow Software Engineering Git Discretization Information Technology Super-Resolution Ray Tracing Vulkan Graphics API Software Version Control

Job description

A seasoned Machine Learning Engineer to develop and optimize machine learning models for graphics, rendering, and visual computing applications. The ideal candidate will have deep expertise in machine learning and neural network architectures, combined with a solid understanding of real-time graphics technologies and GPU-accelerated workloads. This role involves close collaboration with research and engineering teams to deliver innovative ML solutions that enhance visual quality, rendering efficiency, and user experiences., * Proficiency in machine learning and neural network architectures.

Requirements

The ideal candidate should be passionate about machine learning and its application to graphics and visual computing. They should possess strong problem-solving skills, be able to drive complex technical issues to resolution, and communicate effectively while collaborating across multidisciplinary teams. The Applied Research and Engineering team is looking for the following, * Experience developing, training, and optimizing machine learning models using modern ML frameworks.

  • Strong programming skills in Python and C++.
  • Understanding of machine learning techniques and their application to graphics, rendering, and visual computing problems.
  • Solid understanding of real-time graphics fundamentals, including 3D rendering pipelines, GPU architectures, and ray tracing concepts.
  • Experience optimizing machine learning workloads for GPU platforms.
  • General software development workflow knowledge, including Git, CMake, CI/CD, testing, and debugging.
  • Ability to collaborate effectively with researchers, graphics engineers, and software developers.
  • Proficient in English.

PREFERRED EXPERIENCE:

  • Strong object-oriented programming background.
  • Experience applying machine learning techniques to image enhancement, denoising, super-resolution, frame interpolation, or related visual computing challenges.
  • Understanding of vision transformers and diffusion models.
  • Familiarity with graphics and compute APIs such as Direct3D, Vulkan, CUDA, or OpenCL.
  • Understanding of model optimization techniques, including distillation, quantization, pruning, or compression.
  • Experience with GPU performance optimization.
  • Experience with software development processes and tools such as debuggers, source code control systems (Git), profilers, and continuous integration systems.
  • Ability to write high-quality, maintainable code with strong attention to detail.
  • Effective communication and problem-solving skills.
  • Strong interpersonal and collaboration skills.
  • Experience coding with AI-assisted development tools and agents., * Master’s degree or PhD in Computer Science, Machine Learning, Artificial Intelligence, Computer Engineering, or equivalent.
  • Relevant industry experience in machine learning, computer vision, graphics, or visual computing will also be considered.

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About the company

At AMD, we believe technology has the power to solve the world’s most important challenges. From advancing healthcare and scientific discovery to powering AI and the technologies people rely on every day, innovation at AMD is shaping the future. Whether you’re designing next-gen processors, enabling AI breakthroughs, or bringing leading edge products to market, every role at AMD contributes to something bigger - technology that moves the world forward. Join us and, together, we’ll advance your career., AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process. AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD’s “Responsible AI Policy” is available here. This posting is for an existing vacancy.

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