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Senior Software Engineer Modelzoo at NXP Semiconductors - ApplyBlast

Senior Software Engineer Modelzoo

NXP Semiconductors

4 months ago

4.0 on Glassdoor

Hyderabad, India

Onsite

Full Time

Junior

0 applicants

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About this role

A Machine Learning Software Engineer is needed to port, deploy, and optimize deep learning models for specialized hardware platforms like GPUs. The role focuses on implementing model optimizations, such as quantization, to enhance inference performance using frameworks like PyTorch and TensorFlow. Candidates will utilize profiling tools to resolve bottlenecks and ensure efficient model execution on accelerator devices.

Responsibilities

Port deep learning models to proprietary ML accelerator hardware platforms
Optimize model performance for latency and throughput on target GPUs
Implement quantization techniques to reduce model size and accelerate inference
Profile and debug bottlenecks in the machine learning inference pipeline
Collaborate on deploying models using inference engines like TensorRT and OpenVINO