Machine Learning Performance Engineer
2 days ago
Deep Expertise in Machine Learning
We are seeking a highly skilled individual to fill the role of Machine Learning Performance Engineer. This position requires a strong foundation in machine learning fundamentals, encompassing deep learning, large language models, and recommender systems.
A successful candidate will possess a thorough understanding of validation processes, defect management, and software development life cycle. Experience with Ubuntu/Yocto Linux environments is also essential.
Key Skills:
- Familiarity with open-source frameworks like PyTorch, TensorFlow, and ONNX-Runtime
- Hands-on experience with profiling machine learning workloads
- Prior experience in executing validation plans for AI/ML compute stacks such as HIP, CUDA, OpenCL, OpenVINO, ONNX Runtime, and TensorFlow/PyTorch integrations
- Prior experience in validating end-to-end AI pipelines, including model conversion (e.g., PyTorch to ONNX), inference runtimes (e.g., ONNX Runtime, TensorRT, ROCm/HIP), compilers/toolchains (e.g., TVM, Vitis AI, XDNA, XLA), kernel execution, and memory optimization
Benefits:
This role offers the opportunity to work with cutting-edge technologies and contribute to the development of innovative solutions. As a member of our team, you will have access to continuous learning and professional growth opportunities.
What We Offer:
Join our team and take on new challenges while shaping the future of machine learning.
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