Senior ML Engineer (Token Factory)
Tasks
- Analyze performance sharding strategies and kernels
- Build training and evaluation pipelines
- Develop fine tuning methodologies
- Develop scaling laws
- Experiment with model architectures
- Identify inference bottlenecks
- Implement CI CD and unit testing
- Investigate low precision training and inference
- Optimize model quality and training efficiency
- Perform distributed training across nodes
- Translate research into production systems
Perks/Benefits
- Career growth
- Continuous learning opportunities
- Flexible working environment
- High degree of ownership
- International work environment
- Supportive workplace accommodations
Skills/Tech-stack
CI/CD | Custom Kernels | Deep learning | Deep learning frameworks | Distributed Training | FP8 | Fine Tuning | JAX | Learning frameworks | LoRA | Low Precision | Low-precision computing | Machine Learning | Mixture of Experts | Mixture of Experts Models | Precision computing | Python | Quantization | Reinforcement Learning | Sharding | Unit Testing | Version control
Education
N/A
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