Senior Machine Learning Engineer - Camera Model
Tasks
- Analyze model performance identify failure modes and improve robustness and generalization
- Build and improve large scale training pipelines including dataset preparation distributed training and experiment tracking
- Collaborate with data teams to improve dataset quality and labeling strategies
- Contribute to model architecture decisions and technical discussions
- Design develop and deploy deep learning models for camera based perception
- Improve tooling workflows and infrastructure to accelerate experimentation and model iteration
- Integrate and evaluate models with perception simulation and validation teams
- Mentor junior engineers on implementation debugging and best practices
- Own end to end model development from data curation to evaluation and deployment
- Write production quality machine learning code for training evaluation and inference pipelines
Perks/Benefits
- 100 percent paid medical dental and vision premiums
- 401k employer match
- Accidental death and dismemberment insurance
- Company paid holiday office closures
- Flexible schedule
- Hybrid work options
- Life insurance
- Paid vacation
- Remote work option
Skills/Tech-stack
3D Perception | BEV | CNN | Camera Calibration | Computer Vision | Computer Vision Perception | Dataset Preparation | Deep learning | Depth Estimation | Distributed Training | Experiment tracking | Geometric reasoning | Image Segmentation | Monocular Depth | Multi-task Learning | Object Detection | PyTorch | Python | Ray | Scene Understanding | Structure from Motion | Transformers | Vision perception
Education
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