Path Robotics
StaffMachineLearningEngineer,Perception
Neural analysis suggests this role is
optimal for Senior candidates.
“Staff Machine Learning Engineer, Perception at Path Robotics. Skills: Machine learning, Perception systems, Robotics, Computer vision. Lead algorithm development. Integrate vision sensor data”
Industry & Context.
Tackle challenges
What They're Looking For.
Must Have
Master's or Ph. D., 5+ years experience ML algorithms, Python proficiency, C++ experience, Deep understanding neural networks, 3D data processing, Extensive vision sensor experience, Apply sensor fusion techniques, Lead projects and research
Nice to Have
Computer Vision focus, Perception Systems focus, Robotics focus
What You'll Do.
Lead algorithm development
Integrate vision sensor data
Oversee research initiatives
Utilize image processing
Utilize point cloud data
Utilize 3D sensor fusion
Collaborate with teams
Optimize machine learning systems
Stay at forefront of advancements
Drive technology integration
Ensure innovation impact
Mentor junior engineers
Provide technical leadership
Contribute to strategic decisions
Align with business goals
How You'll Work.
Team & Collaboration
Multidisciplinary teams; Talented teams
Process & Methodology
Project leadership
Full Job Description
Build the Path Forward At Path Robotics, we’re building the future of embodied intelligence. Our AI-driven systems enable robots to adapt, learn, and perform in the real world closing the skilled labor gap and transforming industries. We go beyond traditional methods, combining perception, reasoning, and control to deliver field-ready AI that is risk-aware, reliable, and continuously improving through real-world use. Big, hard problems are our everyday work, and our team of intelligent, humble, and driven people make the impossible possible together. We're seeking a passionate individual to join our team at the intersection of welding science and artificial intelligence. As a Staff Machine Learning Engineer, you'll be instrumental in developing robotic welding solutions. You'll use your skills in computer vision, deep learning, and Python programming to tackle challenges in our field alongside our talented teams. What You’ll Do Lead the development and implementation of advanced algorithms for robotic perception systems tailored to industrial welding tasks, integrating data from diverse vision sensors such as RGB/GigE, LiDAR, and ToF depth sensors. Oversee research initiatives to address complex welding-related challenges, utilizing image processing, point cloud data, and 3D sensor fusion, contributing to innovative solutions for domain-specific problems. Collaborate with multidisciplinary teams to design and lead experiments evaluating state-of-the-art deep learning models, optimizing machine learning systems for robotic perception in welding. Stay at the forefront of advancements in Robotics, Computer Vision, and ML research, driving the integration of cutting-edge technologies into real-world applications, and ensuring these innovations have a high impact on production systems. Mentor and guide junior engineers, providing technical leadership and fostering collaboration to enhance team expertise in perception systems and machine learning. Contribute to strategic
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