AI/ML Validation Engineer

4 weeks ago

Bengaluru India SEMI LEAF Full time

Job Description Required Skills - Strong background in machine learning fundamentals, including deep learning, large language models, and recommender systems. - Strong background in validation, defect and software development life cycle - Strong knowledge on ubuntu / yocto linux - Experience working with opensource frameworks such as PyTorch, TensorFlow, and ONNX-Runtime. - Experience in profiling ML 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, for e.g. model conversion (e.g., PyTorch - ONNX), Inference runtimes (e.g, ONNX Runtime, TensorRT, ROCm/HIP), compilers/toolchains (e.g. TVM, Vitis AI, XDNA, XLA), kernel execution, memory transfer and inference results - Strong background in python programming. - Excellent problem-solving skills and willingness to think outside the box. - Experience with production software quality assurance practices, methodologies, and procedures - Strong ownership of deliverables, Excellent communication skills and experience working with global teams (ref:hirist.tech)

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