Experience
20 - 25 yrs
Job Location
Bengaluru, India
Vacancy
1
Designation
Principal Engineer
Job Type
ONSITE
Job Description
1) Principal Engineer - Machine Learning, HW Accelators , LLM, LVM, Pytorch - [ID 017]
Disclaimer : This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying. Job Description
- Experience optimizing LLMs, LVMs, LMMs for inference.
Experience with deep learning frameworks: TensorFlow, PyTorch, JAX, ONNX.
Advanced skills in model quantization, pruning, and compression.
Proficiency in CUDA programming and Python GPU acceleration using cuPy, Numba, and TensorRT.
Hands-on experience with ML inference runtimes (TensorRT, TVM, ONNX Runtime, OpenVINO).
Experience working with RunTimes Delegates (TFLite, ONNX,)
Strong expertise in Python programming, writing optimized and scalable AI code.
Experience with debugging AI models, including examining computation graphs using Netron Viewer, TensorBoard, and ONNX Runtime Debugger.
Strong debugging skills using profiling tools (PyTorch Profiler, TensorFlow Profiler, cProfile, Nsight Systems, perf, Py-Spy).
Expertise in cloud-based AI inference (AWS Inferentia, Azure ML, GCP AI Platform, Habana Gaudi).
Knowled
Skills:
Machine Learning, HW Accelators , LLM, LVM, Pytorch
Job Location:
Bengaluru
Experience:
20 - 25 Yrs
Company Name:
Multinational Semiconductors Wireless Telecom RD