Senior Perception Engineer

Teleo, a Havoc company, is a robotics company that transforms construction heavy equipment into autonomous robots. The Senior Perception Engineer will build perception algorithms and architecture to ensure safe operations for heavy machinery on construction and mining sites.

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