Perception Machine Learning Engineer - Continuous Learning
Mountain View, CA, USA; San Francisco, CA, USA
R
USD 175K-215K Senior-level Full Time
Tasks
- Analyze embedding space
- Architect data pipelines for sensor data
- Build pipelines for rare safety critical scenarios
- Collaborate on end to end model lifecycle
- Deploy active learning algorithms
- Detect model regression
- Evaluate model real-world performance
- Guide automated data acquisition
- Implement automated data curation
- Ingest and manage sensor datasets
- Maintain ground-truth free metrics
- Optimize label quality
- Prune and downsample datasets
- Run experiments for data balancing
- Select impactful training data
- Use uncertainty estimation
Perks/Benefits
- N/A
Skills/Tech-stack
Active Learning | C++ | Computer Vision | Confidence Scores | Data Balancing | Data Curation | Data pipeline | Data pruning | Deep learning | Downsampling | Embedding Space | Ground Truth | Ground Truth Free Evaluation | JAX | Machine Learning | PyTorch | Python | Sensor data | Subset Selection | Uncertainty Estimation
Education
Regions
Countries
States
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