Machine Learning Specialist
Tasks
- Build feature pipelines and feature stores
- Build frameworks for reproducible research
- Collaborate with cross-functional stakeholders
- Design machine learning serving systems
- Drive machine learning projects
- Implement testing and software architecture best practices
- Lead code implementation discussions
- Maintain model stores
- Monitor production models
- Optimize deep learning training and inference performance
- Optimize models for deployment on hardware
- Resolve design and coding issues
- Setup model retraining infrastructure
Perks/Benefits
- N/A
Skills/Tech-stack
CUDA | Deep learning | Distributed Systems | Feature Engineering | Feature Store | Inference Optimization | Kernel tuning | MLOps | Machine Learning | Model Store | Multi-threaded | Multi-threaded programming | ONNX | OpenCL | Profiling | PyTorch | Quantization | Serving Engines | TensorFlow | TensorRT | Threaded programming
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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