Neural 3D Graphics Software Engineer SMTS 182587
Neural 3D Graphics Software Engineer SMTS 182587
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Job Description
What you do at AMD changes everything
At AMD we push the boundaries of what is possible. We believe in changing the world for the better by driving innovation in highperformance computing graphics and visualization technologies building blocks for gaming immersive platforms and the data center.
Developing great technology takes more than talent: it takes amazing people who understand collaboration respect and who will go the extra mile to achieve unthinkable results. It takes people who have the passion and desire to disrupt the status quo push boundaries deliver innovation and change the world. If you have this type of passion we invite you to take a look at the opportunities available to come join our team.
The Role:
We are looking for exceptional software engineers with a passion and demonstrated ability to rapidly learn new methods (from opensource code academic papers etc. developprototypes invent new algorithms and help put the best ones in production.
To be successful in this role you need to be highly motivated and passionate about programming. Youmust love solving technical problems think outside the box and be versatile enough to go where thechallenges take you.
The Person:
Proven trackrecord programming complex software in languages such as Python 3.x Julia Cor CUDA
Very strong aptitude for problem solving
Works effectively both independently and in a team environment
Configuring and troubleshooting your own Linux or Windows PC
Effective written and verbal communication skills
Ability to organize and manage priorities
Key Responsibilities:
This team contributes to multiple projects that combine realtime 3D graphics and machine learning.
Depending on your level of experience and preference you will share responsibilities such as:
R&D for a new highperformance Neural 3D Rendering project prototyped in Julia with many opportunities to contribute to opensource repositories.
Prototype and integrate stateoftheart algorithms from papers to integration into gameengines e.g. using Pytorch JAX or Julia. Depending on the project this may also include profiling the workload doing indepth optimization of the training and/or inference interfacing with MLIR/ONNX etc.
R&D and ML Operations (MLOps). That project uses Pytorch python fastai nbdev Azure etc.
Collaborate and share insights to improve our GPUs with other teams e.g. GPU hardware and software architects
All projects offer many opportunities to learn implement integrate optimize or invent new stateofthe ML and 3D algorithms
Preferred Experience:
ML fundamentals and stateoftheart algorithms theory and practice e.g.: CNNs and other common neural network architectures superresolution transformers diffusion models PyTorch JAX ROCM/CUDA computer vision efficient architectures etc.
3D graphics algorithms APIs and game development e.g.: DirectX Vulkan HLSL SPIRV raytracing Unreal Engine etc. In particular experience creating 3D tools or integrating new 3D graphics features in the Unreal Engine 4/5 (using C) would be highly appreciated.
Neural Rendering algorithms e.g. Neural Radiance Fields (NeRF) Neural Light Fieldsdifferentiable rasterization etc.
Portfolio of original technicallychallenging personal programming projects or significant contribution to opensource projects
MLOps or DevOps experience e.g. cloud (Azure AWS) Docker Linux networking systemwide profiling/debugging
Experience with complementary technologies and practices e.g. LLVM/MLIR indepth performance profiling GPU architecture 3D Content creation etc.
Credentials:
University degree in Computer Engineering Computer Science or equivalent
Location:
Proximity to an AMD development office e.g.: Markham Canada; Santa Clara Boston Orlando San Diego Austin etc.; Munich Germany (flexible)
The team works in Europe or NorthAmerican time zones
#LISW2
Requisition Number:182587
Country:United StatesState:CaliforniaCity:Santa Clara
Job Function:Design
Benefits offered are described here.
AMD does not accept unsolicited resumes from headhunters recruitment agencies or fee based recruitment services. AMD and its subsidiaries are equal opportunity employers. We consider candidates regardless of 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. Please click here for more information.
Employment Type
Full-Time
