Founding Robot Learning Engineer

Broaden Management Partners is recruiting for an unnamed client for a Founding Robot Learning Engineer. The role builds data workflows and experiments with robot policies to determine how human demonstration datasets can improve real-world robot task success.

Responsibilities:

• Turn long recordings into useful task intervals, define annotation schemas for specific customer needs, and ensure every label remains frame-locked to the source video
• Deploy AI models to propose task boundaries and labels, route uncertain results for human review, write labeling instructions, and measure reviewer consistency
• Build custom data loaders and transformations that format video, labels, and motion trajectories (including human hand motion and UMI gripper paths) into policy-ready inputs
• Fine-tune and evaluate robot policies on human demonstration data, running controlled baseline comparisons, held-out split tests, and task performance evaluations under realistic test conditions
• Translate policy evaluation insights into precise data recommendations—guiding perception and capture teams on which tasks, viewpoints, and annotations yield the highest policy improvement