Machine Learning Engineer, AI Models
Tasks
- Analyze model behavior to identify bottlenecks
- Build machine learning models end-to-end
- Collaborate with compiler kernel and hardware teams to improve performance
- Debug and optimize model performance
- Improve efficiency correctness and scalability of model execution
- Port tune and validate large language models
- Port tune and validate vision models
- Translate model architectures into production grade deployments
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CUDA | FlashAttention | Kernel Fusion | Memory hierarchy | Model profiling | Performance Tuning | PyTorch | Python | Quantization | Systems programming | TensorFlow | Transformers
Education
N/A
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