Senior Research Scientist, Perception

Added
1 day ago
Type
Full time
Salary
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Related skills

llms lidar camera fsdp radar

📋 Description

  • You will lead research on Multimodal LLMs and World models for 3D Perception using sensor data from
  • Integrate emerging AI research into Waymo’s Encoders and Sensor understanding models.
  • Develop and maintain scalable data pipelines for Training & Eval from multiple sources.
  • Design and implement evaluation frameworks for perception models.
  • Study model behaviors, scaling efficacy, and architecture ablations to inform deployments.
  • Design Perception Modeling solutions to interpret LiDAR/Camera/Radar data from autonomous vehicle

🎯 Requirements

  • PhD or Masters in CS, ML, Robotics, or similar field with 2+ years of RL or Foundation Models
  • Demonstrated original contributions via publications, blog posts, or open-source work.
  • Proficiency in scalable training flows (Data parallel, FSDP, sharding).
  • Willingness to work with globally distributed inference infrastructure.

🎁 Benefits

  • Health, dental, vision, life, disability insurance.
  • Retirement Benefits: 401(k) with company match.
  • Paid Time Off: 20 days/year; 6.15 hours/pay period for first five years.
  • Sick Time: 40 hours/year; 5 days/event (where applicable).
  • Maternity Leave: 28-30 weeks.
  • Baby Bonding Leave: 18 weeks.
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