Tech Lead Manager, Machine Learning - Perception
Tasks
- Architect perception system
- Build perception data pipelines
- Collaborate with autonomy teams
- Define perception technical vision
- Develop and deploy machine learning models
- Drive technical roadmap
- Integrate perception with prediction planning simulation and hardware
- Lead MLOps and model monitoring
- Lead perception model lifecycle management
- Mentor machine learning engineers
- Optimize models for onboard deployment
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CNN | Computer Vision | Data Pipelines | Deep learning | Image Segmentation | MLOps | Machine Learning | Multi Sensor | Multi-sensor Fusion | Object Detection | PyTorch | Python | SLAM | Scene Understanding | Sensor fusion | TensorFlow | Tracking | Transformers
Education
Roles
Engineer | Lead Manager | Learning Engineer | Machine Learning Engineer | Manager | Tech Lead | Tech Lead Manager
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