Principal Engineer - Machine Learning, HW Accelators (Bengaluru)

Principal Engineer - Machine Learning, HW Accelators (Bengaluru)

14 Nov
|
Vitestork Consulting
|
Bengaluru

14 Nov

Vitestork Consulting

Bengaluru

Job highlights

- 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).

1) Principal Engineer - Machine Learning, HW Accelators , LLM, LVM, Pytorch - [ID 017]

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.

Solid 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

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.

📌 Principal Engineer - Machine Learning, HW Accelators (Bengaluru)
🏢 Vitestork Consulting
📍 Bengaluru

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