Engineering Manager, Machine Learning (Caper)
Tasks
- Architect training data and inference platforms on GCP
- Build end to end data flywheel for model improvement
- Collaborate cross functionally to deliver recognition accuracy and reliability improvements
- Define technical vision and roadmap for cart perception
- Deliver production computer vision and vision language models
- Instrument label evaluate and monitor model performance
- Lead and grow machine learning and AI infrastructure team
- Optimize on device inference for low latency
Perks/Benefits
Skills/Tech-stack
BigQuery | CI/CD | Computer Vision | Deep learning | Docker | Edge inference | GCP | GKE | Kubernetes | Language Models | Large Language Models | MLOps | Machine Learning | Model Monitoring | Multimodal Learning | ONNX | PyTorch | Python | Quantization | Ray | SQL | TensorRT | Vertex AI | Vision Language Models | Vision-language
Education
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