Staff Machine Learning Scientist/Engineer

Added
23 minutes ago
Type
Full time
Salary
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Related skills

robotics machine learning foundation models multimodal models world models

📋 Description

  • Research and develop model architectures, learning objectives, and data strategies for robot
  • Empirical research experience – experience hill climbing on ML models.
  • Experience with various data sources – annotation, filtering, mixing strategies.
  • Develop scalable self-supervised and generative pre-training methods using web video, egocentric
  • Develop post-training approaches—including supervised fine-tuning, imitation learning
  • Curate, filter, and evaluate large-scale robotics datasets, including egocentric, UMI, and

🎯 Requirements

  • Experience in machine learning, with focus on multimodal foundation models and data for foundation
  • Experience with scalable training, such as multi-node training, large datasets and/or large model
  • Strong research track record, including publications in top-tier venues such as ICRA, CoRL, CVPR
  • Strong engineering skills and hands-on experience with modern machine learning frameworks.
  • Ability to design and run rigorous experiments while collaborating closely with engineering and
  • Experience translating research ideas into working systems, experiments or deployed capabilities.

🎁 Benefits

  • Competitive equity package
  • Hybrid working policy
  • Opportunity to lead research and own AI programs
  • Inclusive and diverse culture
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