AI Algorithms/Software Engineer
Tasks
- Build adaptive neural network deployment pipelines
- Build hardware model representations
- Co design next generation hardware
- Contribute to silicon bring up debugging validation
- Customize neural networks
- Design algorithms for neural network conversion pipeline
- Develop analog aware retraining algorithms
- Develop quantization aware retraining algorithms
- Document engineering work
- Harden networks to analog effects
- Model analog effects impact on network performance
- Optimize analog aware software toolchain
- Refactor and test code
- Stay current with deep learning research
- Validate and debug hardware
Perks/Benefits
- N/A
Skills/Tech-stack
CI/CD | Hardware-aware training | MLOps | Model Deployment | Model Monitoring | Neural Network | Neural Network Conversion | Neural Networks | ONNX | Pruning | PyTorch | Python | Quantization
Education
Roles
Regions
Countries
States
Cities
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