Staff ML Engineer – Perception Foundation Model

Staff ML Engineer – Perception Foundation Model

Requirements

• 10+ years of experience designing and optimizing neural networks using Transformers and ConvNets
• Strong track record in developing deep learning algorithms such as architecture and optimization
• Extensive knowledge of deep learning optimization, loss function, and scalable neural network architectures
• Strong problem-solving skills to tackle open challenges
• Self-motivated to design experiments and to draw conclusions from results

Responsibilities

• Design controlled experiments to verify hypotheses and draw trustworthy conclusions
• Build necessary training and data infrastructure through collaboration with cross-functional teams
• Articulate the motivations and findings with team members through writing up and presentations

Preferred Qualifications

• PhD or strong track record of execution in computer science, statistics, mathematics, physics, or another
• Related experience in model scaling and/or data scaling & curation
• Related expertise in self-supervised learning and generative modeling for perception
• Related experience in VLM and LLM