Senior ML Engineer - Mapping
Tasks
- Collaborate to deploy and validate mapping features
- Develop data curation auto labeling and active learning pipelines
- Develop evaluation scripts for lane route accuracy
- Implement production lane route network mapping models
- Research train and evaluate neural architectures
Perks/Benefits
- Dental insurance
- Disability insurance
- Flexible spending account
- Flexible vacation
- Health insurance
- Health savings account
- Life insurance
- Paid parental leave
- Remote Work N/A
- Retirement benefits
- Total wellness program
- Vision insurance
Skills/Tech-stack
3D Reconstruction | BEV | BEV Scene Representation | C++ | Computer Vision | Data Curation | Deep learning | Depth Estimation | HD maps | Image Segmentation | Image classification | Intersection Modeling | Lane Graphs | Linux | Machine Learning | MapTR | Model Evaluation | Model Pruning | Object Detection | Object Tracking | PyTorch | Python | Quantization | Scene representation | Self-Supervised Learning | Self-supervised | Semantic mapping | Semi-Supervised Learning | Semi-supervised | Supervised Learning | Synthetic data | Temporal modeling | TensorFlow | Vectorized Mapping
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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