Senior Perception Engineer
Tasks
- Build annotation tooling
- Build low-latency inference pipelines
- Build perception roadmap
- Classify visual categories
- Create data augmentation pipelines
- Curate datasets
- Debug field perception issues
- Deploy models
- Design data collection strategy
- Develop multi-object-tracking algorithms
- Estimate pose
- Evaluate model performance
- Implement sensor fusion
- Integrate RGBD sensors
- Integrate camera hardware
- Monitor production model performance
- Optimize deep learning models
- Perform object detection
- Profile and optimize models
- Solve image instance segmentation
- Train deep learning models
Perks/Benefits
Skills/Tech-stack
AWS | Computer Vision | Containerization | Data Annotation | Data Augmentation | Dataset curation | Deep learning | Depth cameras | Docker | Embedded Systems | GCP | Instance Segmentation | Kubernetes | Low Latency | Low-Latency Systems | Machine Learning | Model Optimization | Multi-object Tracking | Object Detection | Object Tracking | Point Cloud | Pose Estimation | PyTorch | Python | RGBD | ROS | Real Time | Real-time Inference | Semantic Segmentation | Sensor fusion | Sim-to-Real | Simulation
Education
Regions
Countries
States
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