Senior Machine Learning Engineer, Firefly Foundry
Tasks
- Analyze data for model recommendations
- Architect end-to-end ML pipelines
- Build foundation model training infrastructure
- Define evaluation metrics
- Design deploy and optimize ML models and systems
- Ensure pipeline scalability and reliability
- Implement model governance approaches
- Optimize ML model latency
- Optimize foundation model training across thousands of GPUs
- Profile GPU utilization
- Trace inference and training runs
Perks/Benefits
- N/A
Skills/Tech-stack
Amazon Web Services | CUDA | Cloud Computing | Data Processing | Diffusion Models | Docker | GPU Profiling | Knowledge Distillation | ML Ops | Microsoft Azure | Model Deployment | NVIDIA GPU | PyTorch | Python | TensorFlow | Transformers | Web Services
Education
Associate Degree | Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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