Senior ML / Perception EngineerAI

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Open Position:

Senior ML / Perception Engineer

About the Role

TreeX Robotics is building autonomous aerial systems for real-world agricultural environments. We are looking for a highly skilled ML/Perception Engineer to take ownership of our vision pipeline — from data to deployed models running on embedded systems.

This role is focused on building perception systems that actually work in the field, under real-world constraints.

What You'll Do

Own the full perception pipeline: data → training → evaluation → deployment

Develop and improve detection and segmentation models using RGB + depth data

Build and maintain a data engine: define labeling strategies, drive dataset quality and consistency, handle noisy and imperfect data

Ensure models generalize to real-world conditions: changing lighting, occlusions, small / hard-to-detect objects

Deploy models to Jetson NX-based systems — ensure compatibility with TensorRT, perform export, validation, and debugging

Collaborate closely with software, robotics, and algorithm engineers to integrate perception into the system

What We're Looking For

Strong experience building and deploying computer vision models (detection + segmentation)

Hands-on experience with training pipelines and dataset iteration

Proven ability to improve performance with imperfect / noisy data

Experience working with real-world vision problems (not only curated datasets)

Practical understanding of deployment constraints (latency, memory, model size)

Experience exporting models to ONNX / TensorRT (or similar)

Nice to Have