Senior Perception Engineer, Obstacle Foundation Models - Autonomous Vehicles
US, CA, Santa Clara, United States
USD 184K-356K Senior-level Full Time
Tasks
- Analyze real and synthetic datasets for failure modes
- Build production grade deep learning models
- Collaborate with data and ground truth teams
- Coordinate perception deployment with safety systems and software teams
- Define KPI frameworks for perception performance
- Define data and labeling requirements
- Design 3D perception models with multi camera and multi sensor fusion
- Develop 3D obstacle perception architecture roadmap
- Improve accuracy robustness and efficiency
- Run experiments for training and evaluation
Perks/Benefits
Skills/Tech-stack
3D Computer Vision | Active Learning | Auto-labeling | BEV | C++ | CUDA | Camera Calibration | Computer Vision | Convolutional Neural Networks | Deep learning | Efficient Fine Tuning | Fine Tuning | Knowledge Distillation | Language Models | Large-scale | Large-scale pretraining | LoRA | Multi Sensor | Multi-sensor Fusion | Multi-view Geometry | Neural Networks | Parameter efficient fine-tuning | PyTorch | Python | Representation Learning | Self-Supervised Learning | Self-supervised | Sensor fusion | Supervised Learning | Transformers | Vision Language Models | Vision-language
Education
Regions
Countries
States
Cities
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