Staff Machine Learning Engineer - Mapping
Work From Home - United States, United States
R
USD 185K-335K Senior-level Full Time
Tasks
- Architect ML driven map reconstruction systems
- Build end to end offline reconstruction pipelines
- Conduct design reviews and mentorship
- Define interfaces data contracts and integration points
- Define technical strategy and system architecture
- Deploy models to production pipelines
- Develop data mining and labeling strategies
- Diagnose and resolve pipeline and model issues
- Lead computer vision and ML technique development
- Serve as subject matter expert for ML mapping
- Train and evaluate ML models
Perks/Benefits
- Company vehicle
- Dental insurance
- Employee assistance program
- Employee discounts
- Flexible spending account
- Health insurance
- Health savings account
- Life insurance
- Paid vacation and holidays
- Relocation benefits
- Remote work
- Retirement savings plan
- Tuition assistance
- Tuition assistance program
- Vision insurance
Skills/Tech-stack
3D Reconstruction | BEV Representations | C++ | Change detection | Computer Vision | Data Mining | Data Pipelines | Data labeling | Dataset curation | Machine Learning | Map Change Detection | Model Evaluation | Model Training | Monitoring | Multi-view Geometry | Object Detection | Python | Robotics | Segmentation | Synthetic data
Education
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