Machine Learning Specialist
Tasks
- Build and maintain feature pipelines
- Build frameworks for scalable reproducible research
- Design scalable machine learning model serving systems
- Drive machine learning projects and initiatives
- Facilitate code implementation testing and architecture discussions
- Maintain feature stores model stores
- Monitor production models and set up retraining infrastructure
- Optimize deep learning training and inference performance
- Optimize models for deployment on different hardware
- Resolve design and coding issues with team collaboration
Perks/Benefits
- N/A
Skills/Tech-stack
CUDA | Deep learning | Distributed Systems | Feature Engineering | Kernel tuning | MLOps | Machine Learning | Model Monitoring | Multi-threading | ONNX | OpenCL | Profiling | PyTorch | Quantization | TensorFlow | TensorRT
Education
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