Senior Machine Learning Engineer, End‑to‑End Autonomous Driving
US, CA, Santa Clara, United States
USD 184K-356K Senior-level Full Time
Tasks
- Automate data discovery labeling evaluation retraining
- Build data flywheel for real world performance
- Curate and maintain multimodal datasets
- Deploy deep learning models to production
- Design end to end driving models
- Develop data centric learning algorithms
- Explore simulation synthetic data and world model generation
- Perform distributed training and model evaluation
- Specify data collection and labeling needs
- Train large-scale deep learning models
Perks/Benefits
Skills/Tech-stack
Active Learning | CI/CD | Code review | Computer Vision | Curriculum learning | Data Preprocessing | Data pipeline | Deep learning | Distributed Training | Hard example mining | Imitation Learning | JAX | Model Evaluation | Multimodal Learning | Novelty Detection | Outlier Detection | PyTorch | Python | Reinforcement Learning | Self-Supervised Learning | Self-supervised | Semi-Supervised Learning | Semi-supervised | Simulation | Supervised Learning | Synthetic data | TensorFlow | Testing | Transformer | VLA | VLM | World Models
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
Cities
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