ApplySenior Engineer, Computer Vision/Machine Learning Semantic Mapping
Posted about 2 months agoViewed
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Requirements:
- Masters or PhD in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field.
- 3+ years of experience shipping production software in robotics / graphics / mapping which cover topics in SLAM, geometric computer vision, point cloud processing and/or scene reconstruction.
- Strong C++ or Python software engineering and algorithm skills including software design, source control management, build processes, code reviews, testing methods.
- Deep understanding of CV/ML techniques, particularly integrating ML modules in production.
- Ability to communicate and collaborate across multiple teams, researchers, and engineers.
- Strong problem-solving skills and ability to learn.
Responsibilities:
- Design and implement automated semantic mapping solutions from the ground up, taking ownership of complex challenges.
- Work with point cloud, image, and other sensor data to aid in semantic mapping by applying state-of-the-art methods and techniques.
- Develop and deploy scalable and efficient software in the cloud.
- Collaborate with internal teams that focus on HD mapping and CV/ML models to improve our semantic maps.
- Understand how the maps are consumed and design metrics and tools to evaluate and validate our automated annotations.
- Prioritize safety above all else in designing and implementing software solutions.
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