Sr Data Scientist, AD/ADAS
Tasks
- Analyze large scale data to propose data curation and model improvement solutions
- Design and improve scalable data pipelines and automation
- Develop data strategies for collecting sampling labeling and leveraging data
- Develop evaluation frameworks and metrics for planner performance
- Initiate data science initiatives and mentor team members
- Lead data related activities for autonomy teams
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Ablation Studies | Automation | B testing | Cloud platform | Computer Vision | Data Curation | Data Pipelines | Data Preprocessing | Data Sampling | Data postprocessing | Database | Deep learning | Docker | Evaluation metrics | GitHub Actions | Google Cloud | Google Cloud Platform | Image Processing | Jenkins | Kubernetes | Machine Learning | Mathematical Modeling | Microsoft Azure | Model Evaluation | NumPy | Pandas | Python | SQL | SciPy | Scikit-learn | Statistical Analysis
Education
Roles
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