Robot Perception Engineer - Smart Robotics
Posted 7 days ago
Job Description
ABOUT THE ROLE
WHAT YOU WILL BE DOING
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Develop computer vision and deep learning algorithms for visual inspection (defect detection, classification, quality validation) and vision-based navigation (localization, visual servoing, pose estimation)
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Design data capture strategies, apply augmentation techniques, and train/fine-tune models for inspection and navigation tasks
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Build and maintain data pipelines and MLOps workflows for training, evaluation, model versioning, and production monitoring
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Collaborate with Mechanical engineers to design illumination setups and optimize imaging configurations
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Support model inference optimization for GPU deployment using CUDA, TensorRT, and related frameworks
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Harden perception solutions for production reliability and work with field teams on deployment and customer rollouts
WHAT YOU WILL BRING
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BS or MS in Computer Science, Electrical Engineering, Optics, or a related field with 1–3 years in computer vision/ML
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Strong Python skills with experience in PyTorch or similar frameworks
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Familiarity with image acquisition, camera systems, and sensor integration
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Solid understanding of imaging systems (cameras, sensors, optics, lighting)
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Familiarity with 3D geometry, pose estimation, and basic electronics for vision systems
IT WOULD BE GREAT IF YOU HAD
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Experience with GPU inference optimization and industrial camera standards (e.g., GigE Vision, GenICam)
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Familiarity with camera sensor characteristics (rolling vs global shutter, dynamic range, noise)
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Exposure to C/C++, MLOps tools, or data annotation workflows
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Experience with data annotation, labeling workflows, and active learning strategies
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Familiarity with robotics/vision topics (SLAM, ROS2, sensor fusion) and manufacturing/quality systems
Bright Machines
3 jobs posted
About the job
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