Senior Data Engineering Manager, AD/ADAS
Tasks
- Apply agile development practices
- Build and improve data pipelines for ML
- Coach and lead team for algorithm quality
- Define data technical direction
- Design develop deploy optimize data algorithms
- Drive data roadmap for end to end autonomy data pipeline
- Execute data initiatives and mitigate technical risks
- Implement statistical evaluation frameworks
- Lead cross functional data goals
- Track metrics for safety quality performance
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Ablation Studies | Azure | Computer Vision | Data Curation | Data Pipelines | Data Preprocessing | Data Sampling | Data labeling | Databases | Deep learning | Docker | GCP | GitHub Actions | Imitation Learning | Inference Optimization | Jenkins | Kubernetes | Language Processing | Machine Learning | Model Evaluation | Model Training | Natural Language | Natural Language Processing | Python | Reinforcement Learning | Robotics datasets | Sequential modeling | Statistical Evaluation | Temporal Data
Education
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