Senior Software Engineer Modelzoo
On-site · Hyderabad, Telangana, India
Job Summary
Senior Software Engineer for Modelzoo focusing on porting ML models to accelerator hardware, optimizing latency/throughput, implementing INT8 quantization, and profiling/debugging ML inference pipelines on target hardware. Responsibilities include porting and deploying deep learning models from frameworks like PyTorch and TensorFlow to ML accelerator hardware, analyzing and improving performance, contributing to model quantization efforts, and diagnosing bottlenecks in the inference pipeline using profiling tools.
Required Qualifications
- Proficiency in PyTorch and TensorFlow
- Deploying and optimizing models on GPUs or specialized accelerators
- Experience with model quantization (Post-Training Quantization)
- Strong proficiency in C++ and Python
- Experience with GPU programming models like CUDA/cuDNN
- Familiarity with ML inference engines and runtimes (TensorRT, OpenVINO, TensorFlow Lite)
- Foundational understanding of computer architecture
- Version Control: Git and collaborative workflows
- Education: Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field
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