Senior ML / Perception Engineer

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 DoOwn the full perception pipeline: data → training → evaluation → deploymentDevelop and improve detection and segmentation models using RGB depth dataBuild and maintain a data engine: define labeling strategies, drive dataset quality and consistency, handle noisy and imperfect dataEnsure models generalize to real-world conditions: changing lighting, occlusions, small / hard-to-detect objectsDeploy models to Jetson NX-based systems - ensure compatibility with TensorRT, perform export, validation, and debuggingCollaborate closely with software, robotics, and algorithm engineers to integrate perception into the systemRequirements: Strong experience building and deploying computer vision models (detection segmentation)Hands-on experience with training pipelines and dataset iterationProven ability to improve performance with imperfect / noisy dataExperience 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)This position is open to all candidates.