onsite
VLA Pre-training Engineer Deep Learning - humanoid
ML Engineer
Seeking a Deep Learning Engineer to pre-train capable policies for humanoid robots. This role involves working with diverse trajectory data and fine-tuning policies using advanced machine learning techniques.
About the role
Key Responsibilities
- Develop and implement pre-training strategies for large-scale deep learning models.
- Work with diverse multi-embodiment trajectory datasets for model training.
- Fine-tune trained policies for specific robotic applications.
- Collaborate with the Autonomy team to advance robot capabilities.
- Contribute to the development of safe and commercially scalable humanoid robots.
- Research and apply state-of-the-art deep learning techniques.
Requirements
- Proven experience in Deep Learning and Machine Learning.
- Proficiency in Python and deep learning frameworks like PyTorch.
- Experience with Reinforcement Learning and policy training.
- Strong understanding of data engineering principles for large datasets.
- Ability to work effectively in a collaborative research and development environment.
Skills
deep learningpythonpytorchreinforcement learningmachine learning