Staff Machine Learning Engineer
Tasks
- Bridge research and product teams from prototyping to deployment
- Define reliability scalability maintainability guidelines
- Design scalable production GenAI services
- Lead architectural design for ML pipelines
- Mentor engineers in ML and backend
- Optimize model performance and GPU utilization
- Orchestrate model serving for inference services
- Own CI CD systems and ML monitoring pipelines
- Provide production support and ensure service SLAs
Perks/Benefits
- N/A
Skills/Tech-stack
CI/CD | CLIP | CUDA | Diffusion Models | Distillation | Docker | Fine Tuning | GPU resource management | Inference | JavaScript | KServe | Kubernetes | MLflow | Model Optimization | Model Orchestration | Model Serving | Monitoring | ONNX Runtime | Pruning | PyTorch | Python | Quantization | Resource Management | TensorFlow | Transformers | Triton | TypeScript | VAE
Education
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