Staff Machine Learning Engineer
Tasks
- Architect scalable inference systems
- Build data pipelines and training workflows
- Deploy production ML services
- Design evaluation pipelines
- Implement latency and cost reduction
- Implement model fine tuning and adaptation
- Integrate ML systems into backend and client products
- Monitor and debug production issues
- Optimize GPU performance and memory efficiency
- Own end to end ML system execution
Perks/Benefits
- N/A
Skills/Tech-stack
Bias Evaluation | DPO | Data Pipelines | Evaluation | GPU Optimization | Inference Optimization | JAX | Knowledge Distillation | LoRA | Memory Optimization | Model Deployment | PyTorch | Python | QLoRA | Robustness Testing | SFT | Safety evaluation | Training pipelines
Education
N/A
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