Computer Vision
Vor 7 Tagen
YOUR TASKSDevelop and deploy vision-based perception algorithms for autonomous inspection robots using deep learning and machine vision techniques, including CNN- and ViT-based architectures.Design and implement supervised, self-supervised, and unsupervised learning methods for multi-modal data (RGB, LiDAR, thermal, etc.).Build and optimize models for:Object detection and tracking (2D & 3D)Anomaly detectionLiDAR-based semantic segmentation and 3D point cloud understandingOptimize models for on-device inference (quantization, pruning, distillation) and deploy them on edge hardware (NVIDIA Jetson Xavier/Orin/Thor, etc.).Integrate perception pipelines into robotic systems via ROS1/ROS2 and collaborate closely with software and robotics teams.Support MLOps workflows, ensuring reproducible training, evaluation, and CI/CD for AI models.Support and maintain cloud-based AI pipelines on AWS (SageMaker, Bedrock, Lambda, S3) for scalable training, inference, and model lifecycle management.Contribute to research on multi-modal and 3D representations (Gaussian Splatting, NeRF, OpenCLIP-based embeddings).Participate in continuous improvement of our AI infrastructure for mission planning, semantic mapping, and robot autonomy.YOUR PROFILEDegree in Computer Science, Robotics, or a related technical field.2+ years of professional experience in computer vision, deep learning, or robot perception.Strong understanding of Vision Transformers (ViTs), Convolutional Neural Networks (CNNs), and DETR-based models for object detection.Hands on experience with Frameworks including PyTorch, OpenCV, MMDetection, and/or Detectron2.Applied experience in Optimization & Deployment with TensorRT, ONNX, Docker, and/or NVIDIA DeepStream.Direct experience with Data Annotation using CVAT, and/or Label Studio, and/or 3D Point Labeler.Practical experience in Versioning & MLOps using GitLab CI/CD, MLflow, n8n, AWS SageMaker, and/or Bedrock.Strong programming skills in Python, C++, Bash.Strong analytical, problem-solving, and growth mindset.Excellent collaboration between cross-functional AI and robotics teams.Passion for innovation, autonomy, and pushing the boundaries of perception systems.Ability to work independently and manage multiple priorities in a fast-paced environment.Fluent in English.HELPFUL ADDITIONAL QUALIFICATIONSExperience with LLMs, VLMs, VLAs and multi-modal embeddings.Familiarity with semantic scene graphs-based 3D Gaussian splatting.Exposure to cloud-based data services or AI workflow orchestration.Contributions to open-source projects in AI/robotics or publications in the field.About usWe believe robots should do the work humans should not—dull, dirty, and dangerous tasks. The robot industry is experiencing rapid growth, powered by AI, cloud computing, 5G networks and falling cost of robot hardware. We envision a transformative decade ahead similar to the arrival of smartphones. With hundreds of thousands and very soon millions of inspections performed across five continents and software trusted by the world's top energy leaders, we’re not just imagining impact—we're delivering it.We are a team of roboticists, AI experts, and world champions who grew up programming robots and never stopped developing intelligent autonomy software for collaborative mobile robots. With our diverse team of 70+ people from 25+ different countries, our team is uniquely qualified to revolutionize the industry. Our foundation is strengthened by visionary entrepreneurs and committed investors. Additionally, we work closely with notable partners and collaborators such as AWS, Boston Dynamics, DJI, Ericsson, Google, Intel, Microsoft, Mitsubishi, Nokia, Nvidia, SAP and many more. Together, we are committed to shaping the future of robotics.Are you passionate about robotics and eager to make a difference? Join us and be part of a team that is not just witnessing but actively shaping the future of robotics. Energy Robotics is the place for you. Be at the forefront of this groundbreaking journey YOUR BENEFITS AT ENERGY ROBOTICS*Growth & DevelopmentAnnual education budgetLearn from world-leading robotics expertsKnowledge-sharing sessions & workshopsFlexibility & Time OffFlexible remote work and workation possibilitiesSupport for a standing desk for your home officeWellbeing & CommunityBe part of an international team with over 20 nationalities1:1 sessions with certified psychologists and mental health workshopsTeam events: hackathons, outdoor adventures & moreWeekly sponsored team lunchesFinancial PerksSupport for public transport costsExtra employer contribution to company pension schemeAllowance for kindergarten costs possible...and more benefits & discounts*The specific offer may vary depending on employment type
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