AI/ML Validation Engineer

6 days ago


Bengaluru, India SEMI LEAF Full time
  • Experience : 3 to 6 Years
  • Notice Period : Immediate or Less than 1 Month
  • Location : Bangalore

Key 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.

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