Lead Perception Engineer

Job description

This is a unique opportunity to join a team building technology with real-world impact. You will work on cutting-edge 100,000-pound autonomous robots and engineer complex systems at the intersection of hardware, software, robotics, and AI.

Teleo, a Havoc company, is a robotics company that transforms construction heavy equipment, including loaders, dozers, excavators, and trucks, into autonomous robots for commercial and defense applications. Our technology enables a single operator to supervise and control multiple machines simultaneously, delivering significant productivity gains while improving operator safety and comfort.

Teleo was founded by a team of experienced technology leaders who…

Job responsibilities

Re-use, adapt and extend existing perception algorithms (such as those commonly used in AV applications) to be applied to Teleo's operational domain and develop novel multi-modal perception algorithms
(Re-)Train models as Teleo's operational domain evolves
Develop auto-annotation and auto-labeling tools using SoTA methods, such as VLMs
Define evaluation protocols that correlate with on-ground performance
Drive active learning: select the right data
Integrate tightly with MLOps for continuous deployment

Job requirements

M.S. or higher in Computer Science, Computer Engineering, Robotics, Electrical Engineering, or a related technical field.
3+ years in applied ML with large-scale datasets
Strong Python + PyTorch
Experience shipping perception or ML systems into production
Systems thinker: understands data, models, infra as one system
Auto-annotation techniques like VLM-based labeling
Model evaluation beyond single metrics (failure modes, edge cases)
Perception tasks: detection, segmentation, depth, tracking

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Lead Perception Engineer

Job description

Job responsibilities

Job requirements

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