9 дней назад
Robot Perception (Computer Vision)
32 - 44$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Robot Perception (Computer Vision): Developing and deploying perception, computer vision, and SLAM algorithms for AI-powered warehouse robots with an accent on object detection, sensor fusion, localization, and multi-robot systems. Focus on designing training pipelines, benchmarking models on production data, deploying software to robot hardware, and validating high-performance algorithms in real-world environments.
Location: Wilmington, Massachusetts, USA; onsite at headquarters
Base pay: $32.00–$44.00 per hour
Company
develops AI-powered robotic and software platforms for high-density warehouse automation and supply chain operations.
What you will do
- Research and experiment with traditional computer vision and deep learning methods for detection, classification, segmentation, pose estimation, and anomaly detection.
- Evaluate and benchmark perception methods on production data and design data preprocessing and postprocessing workflows.
- Develop SLAM, sensor fusion, state estimation, and probabilistic algorithms for robust robot localization.
- Deploy perception and robotics software to production robot hardware and validate performance through simulations and experiments.
- Identify applications of AI planning and machine learning for multi-robot optimization and solve complex real-world robotics problems.
- Document designs, code, experiments, and evaluations, and present results internally or at academic venues.
Requirements
- Pursuing a Master's or PhD in Computer Science, Robotics, Electrical Engineering, Machine Learning, or a related technical field.
- Proficiency in Python and/or C++, including code development and Jupyter notebooks.
- Experience with machine learning frameworks such as PyTorch or TensorFlow.
- Familiarity with computer vision, OpenCV, image and video analysis, camera calibration, RGB and 3D sensors, and point cloud processing.
- Exposure to SLAM, sensor fusion, 3D pose representations, coordinate transforms, probabilistic graphical models, and Bayesian inference.
- Experience with Linux and command-line tools; familiarity with AWS or Azure, REST APIs, SQL-based data tools, or deployment tools is valuable.
Nice to have
- Experience with Docker, ROS or ROS 2, Jetson, ONNX, VLMs, or Vision-Language-Action models.
- Publications at high-impact robotics, machine learning, or artificial intelligence conferences and journals.
Culture & Benefits
- Hands-on work on real robotics and warehouse automation projects with experienced engineers and business leaders.
- Mentorship, professional development, networking opportunities, and intern community events.
- Transportation and housing benefits may be available for students who meet relocation requirements.
- Up to 10% travel may be required, including travel to client and customer locations; a valid driver's license and ability to drive and/or fly are required.
- Benefits include medical, dental, vision, disability coverage, 401(k), PTO, and other benefits.
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