- Architect and shape our SDK software stack, allowing developers to deploy state-of-the-art generative AI models (LLMs, stable diffusion, ...) to our hardware. Your focus area will be the deep learning compiler frontend and the graph intermediate representation (IR).
- Closely collaborate with our compiler team to design an API that enables developers to manually optimize algorithms on our hardware.
- Deeply analyze state-of-the-art AI networks and optimize them for the accelerator by implementing hardware-specific kernels.
- Build the SW infrastructure around shading and collectives that lets developers seamlessly deploy large deep learning models for distributed inference.
- Collaborate closely with AI scientists to investigate the most recent advances in machine learning, analyze their runtime on our hardware, and contribute to the hardware-software co-design of our next generation.
- 4+ years of relevant software engineering experience.
- Proven proficiency in Python and ideally C++.
- Experience in AI training/inference framework development OR familiarity with the export mechanisms, operator sets, and intermediate representations of popular ML frameworks such as PyTorch.
- (Preferred) Experience in optimizing ML systems based on runtime analyses of latency, memory bandwidth, I/O access, and compute utilization.
- (Preferred) A good understanding of and ideally experience with high performance distributed computing.
- (Preferred) Experience with MLIR, LLVM, IREE, XLA, TVM, or Halide is a plus.
- (Preferred) Knowledge of GPU, CPU, or AI hardware accelerator architectures.
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AI Frameworks Engineer - Essen, Deutschland - European Recruitment
Beschreibung
Are you a software engineer with a background in AI frameworks and compilers that is looking for a new role at an exciting and highly funded AI and machine learning start up?
At European Recruitment we are currently working alongside a high growth series C startup being funded by the likes of BMW, Bosch and Continental, helping them to bring on board an AI frameworks engineer with a focus on compilers and machine learning systems.
Responsibilities:
Qualifications:
If interested in this role please apply here or send your email direct to -
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