Be an early applicantLess than 25 applicants

Company

Path Robotics · 19 hours ago

Staff Machine Learning Engineer, Perception

Columbus metropolitan area, OH

Full-time

Remote

Senior Level, Lead/Staff

5+ years exp

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Artificial Intelligence (AI)Big Data

Comp. & Benefits

H1B Sponsor Likely

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Responsibilities

Develop and implement algorithms for Robotic Perception specifically tailored for welding tasks, including integration, calibration, and fusion of vision sensors such as RGB/GigE, LiDAR, ToF depth sensors, Kinect, RGB-D, and Fish-eye cameras.

Leading R&D initiatives aimed at addressing challenges related to novel problems in the welding domain, using multi-modal image and point cloud data as input, and solving unique domain specific welding problems

Collaborate with cross-functional teams to design and execute experiments to evaluate the efficacy of deep neural networks and machine learning systems, encompassing processes, parameters, algorithms, and equipment, with a focus on deep learning

Stay updated on the latest advancements in Robotics, Computer Vision, and ML research, and integrate relevant technologies into autonomous welding robot developments.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningDeep LearningComputer VisionPython ProgrammingRobotic PerceptionNeural NetworksTest Driven DevelopmentSurface ReconstructionC++ROSMultimodal ML ModelsOpen-source ContributionsPublishing at Conferences

Required

PhD or MS in Computer Science with a focus on Computer Vision and Machine Learning, or equivalent practical experience/education, with a strong foundation in neural networks and data driven models.

Over 5 years of experience dedicated to pioneering novel machine learning algorithms/applications, including more than 3 years of industry exposure to designing, developing, and deploying real-world deep neural network models using Python.

Have a strong understanding and demonstration of test driven coding standards with experience in deploying production code.

Enthusiastic about joining a venture-backed start-up company, recognizing the immediate and direct influence your work will have.

Preferred

Proven track record in publishing at top conferences (e.g. CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML)

Experience with computer graphics and surface reconstruction

Open-source contributions related to multimodal ML models

C++ and ROS experience

Company

Path Robotics

Path Robotics offers robotic welding systems to improve manufacturing efficiency.

Founded in 2014

Columbus, Ohio, USA

51-200 employees

http://www.path-robotics.com

H1B Sponsorship

Path Robotics has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

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Trends of Total Sponsorships

2023 (12)

2022 (11)

2021 (6)

2020 (4)