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18 hours ago
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etl python tensorflow pytorch airflowπ Description
- Design and build scalable ML data pipelines for Waabi's autonomous driving platform.
- Use real-world driving data and Waabi World to train/evaluate DL models.
- Optimize data formats, caching, and dataloading for efficient training at scale.
- Improve data sampling to track model performance and edge cases.
- Mentor others and maintain high-quality, well-tested code; drive roadmap.
- Collaborate with scientists/engineers to accelerate driverless vehicle launch.
π― Requirements
- BS or MS in CS/ML or related field, with 4+ years.
- Python and DL frameworks (PyTorch, TensorFlow, or JAX).
- Distributed ETL and data processing pipeline experience.
- Managing ML pipelines: dataset management, dataloading, optimization.
- Strong cloud orchestration, monitoring, and instrumentation knowledge.
- Collaborative mindset and willingness to mentor others.
π Benefits
- Competitive compensation and equity awards.
- Health, Dental, and Vision coverage for full-time staff.
- Unlimited vacation policy.
- Flexible hours and work-from-home support.
- Daily drinks, snacks and catered meals (in office).
- Team-building activities and social events on-site, off-site, and virtually.
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