AI/ML Validation Engineer

3 weeks ago

Bengaluru, India Semi leaf Full time

- Experience : 3 to 6 Years- Notice Period : Immediate or Less than 1 Month- Location : BangaloreKey Responsibilities : - Model conversion pipelines (e.g., PyTorch ONNX)- Inference runtimes : ONNX Runtime, TensorRT, ROCm/HIP- Toolchains and compilers like TVM, XLA, Vitis AI, XDNA- Kernel execution, memory transfer, and result validation- Profile ML workloads and optimize for performance.- Work on validation plans across software lifecycle stages.- Collaborate with cross-functional and global teams on end-to-end AI/ML pipeline validation.Required Skills : - Strong hands-on experience with Linux (Ubuntu) and Yocto.- Solid understanding of machine learning concepts : deep learning, LLMs, recommender systems.- Proficiency with Python programming.- Experience in ML frameworks : PyTorch, TensorFlow, ONNX Runtime.- Experience profiling AI/ML workloads.- Prior exposure to GPU/Accelerator validation stacks (HIP, CUDA, OpenCL, OpenVINO).- Familiarity with production-level QA methodologies and defect lifecycle management.- Excellent analytical and problem-solving skills.- Strong communication skills and sense of ownership. (ref:hirist.tech)

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