Machine Learning Engineer - Semantic Reasoning (Highway)
Tasks
- Build spatial representations from vision language model outputs
- Collaborate with perception and mapping teams to adapt machine learning stack
- Contribute to long term perception semantic reasoning architecture
- Define semantic representation requirements and validation workflows
- Design train and deploy semantic reasoning deep learning models
- Investigate and resolve perception regressions and edge cases
- Optimize models for real time inference latency
Perks/Benefits
Skills/Tech-stack
BEV | C++ | Computer Vision | Deep learning | JAX | Language Models | Machine Learning | PyTorch | Python | Real Time | Real-time Inference | Semantic Segmentation | Sparse Transformer | Transformer | Vision Language Models | Vision-language
Education
Regions
Countries
States
Cities
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