Staff Tech Lead, Perception, Pre-training & Distillation

📋 Description

• Train multi-billion parameter spatio-temporal foundation models on multi-billion frame data sets.
• Deliver pre-trained models for production usage, ideally for usage in real-time systems.
• Develop self-supervised learning, including image/video encoder, 3D point cloud encoder
• Develop multi-teacher distillation recipes.
• Develop methods to understand and evaluate the quality of latent representations from pre-training.
• Develop methods to curate and effectively use diverse datasets in training.

🎯 Requirements

• MS or PhD in Computer Science or a similar discipline, or an equivalent amount of deep learning
• 5+ years experience in Machine Learning and/or Computer Vision
• Fluent in Python
• In-depth experience with ML frameworks like PyTorch or JAX

🎁 Benefits

• Discretionary annual bonus program
• Equity incentive plan
• Generous Company benefits program