Senior Robot Perception Engineer - Smart Robotics
TLDR
Shape and develop visual inspection solutions for automation, enhancing quality and efficiency in manufacturing with cutting-edge AI techniques.
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Develop and optimize visual inspection algorithms for defect detection, anomaly detection, classification, and quality validation using deep learning
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Optimize model inference for GPU deployment, leveraging CUDA, TensorRT, and related acceleration frameworks
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Collaborate with Mechanical engineers to design illumination setups that maximize inspection accuracy and robustness
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Build and maintain data pipelines for model training, evaluation, and continuous improvement
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Partner with platform team to establish MLOps practices for model versioning, experiment tracking, automated retraining, and production model monitoring
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Harden inspection solutions for production reliability, including monitoring, alerting, and graceful degradation
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Work with service engineering and field teams to deploy inspection solutions and support customer rollouts
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Define metrics and benchmarks to measure inspection accuracy, throughput, and reliability
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MS or PhD in Computer Science, Electrical Engineering, or a related field, or the equivalent in experience with evidence of exceptional ability.
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5+ years of relevant experience in computer vision and/or machine learning
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Strong programming skills in Python
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Deep experience with PyTorch for model development and training
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Experience optimizing ML models for GPU inference in production environments
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Track record of shipping ML/CV models from prototype to production
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Experience with image acquisition, camera systems, and sensor integration
Experience with industrial camera systems and standards (GigE Vision, GenICam, CoaXPress)
C/C++ experience for performance-critical components
Experience with MLOps tooling (MLflow, Weights & Biases, Kubeflow, or similar)
Experience with data annotation, labeling workflows, and active learning strategies
Experience with ROS2
Understanding of manufacturing processes and quality control methodologies
Publications or patents in computer vision, deep learning, or related fields
Bright Machines is an innovative manufacturer specializing in AI-powered robotics to streamline the assembly of data center infrastructure. We cater to the needs of hyperscalers and OEMs, leveraging advanced technology to efficiently build vital hardware that fulfills the growing demand for computational power.
- Founded
- Founded 2018
- Employees
- 201-500 employees
- Industry
- Internet Software & Services
- Total raised
- $180M raised