Senior / Staff Software Engineer, ML Datasets & Data Pipelines

Added
18 hours ago
Type
Full time
Salary
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Related skills

etl python tensorflow pytorch airflow

πŸ“‹ 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.

🎯 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.

🎁 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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