6 дней назад
Senior Robotics Engineer (Computer Vision)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Robotics Engineer (Computer Vision): Developing and deploying perception systems for manipulation and mobile robots with an accent on visual recognition, sensor integration, dataset development, and real-time inference. Focus on building dependable closed-loop robot behaviour, diagnosing field failures, and optimizing perception pipelines for embedded robot hardware.
Location: Bristol, United Kingdom
Company
develops robotics systems for manipulation, navigation, and other embodied-AI applications.
What you will do
- Develop perception systems for object detection, segmentation, tracking, pose estimation, depth, scene understanding, and task-state recognition.
- Build visual capabilities supporting grasping, manipulation, navigation, human awareness, and closed-loop robot behaviour.
- Create datasets through collection, annotation, synthetic generation, augmentation, active learning, and failure mining.
- Design offline and on-robot evaluations covering accuracy, calibration, robustness, latency, and downstream task impact.
- Integrate cameras and depth sensors, addressing calibration, synchronization, coordinate transforms, noise, and hardware-specific failures.
- Optimize and deploy perception pipelines for real-time robot compute with logging, monitoring, fallback behaviour, and regression coverage.
Requirements
- At least three years of relevant professional experience in computer vision or multimodal perception.
- Strong Python skills and substantial experience with PyTorch or an equivalent deep-learning framework.
- Knowledge of modern vision methods including detection, segmentation, tracking, pose estimation, depth, or representation learning.
- Experience building datasets, training models, selecting metrics, and performing structured error analysis.
- Understanding of camera geometry, calibration, coordinate systems, and the connection between perception outputs and physical-world decisions.
- Ability to write production-quality code and integrate models into larger software systems with testing and observability.
Nice to have
- Experience with robotic manipulation, mobile robots, autonomous systems, or embodied-AI applications.
- 6D object pose estimation, visual servoing, grasp perception, articulated-object understanding, or hand-object interaction.
- RGB-D, stereo, event-camera, LiDAR, or multi-camera systems.
- Open-vocabulary perception, vision-language models, self-supervised learning, synthetic data, simulation, or sim-to-real transfer.
- CUDA, TensorRT, ONNX, ROS/ROS 2, or deployment on embedded and edge GPU hardware.
Culture & Benefits
- Cross-functional collaboration with robot-learning, controls, simulation, hardware, and product teams.
- Work includes lab and field troubleshooting, pilot validation, and occasional travel to partner or pilot sites.
- Physical requirements include prolonged sitting or standing, computer work, and the ability to lift 30 lbs.
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