Staff Machine Learning Engineer - Mapping
In this role, you will:
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Design and develop novel algorithms and ML models for 2D/3D machine perception and mapping in real-world environments
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Contribute to large-scale, automated mapping pipelines
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Be a technical leader on the team, maintaining coding and ML development best practices and making architectural decisions
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Help to set the vision for the team and build out technical roadmaps
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Coordinate cross-functional initiatives and collaborate with engineers from Mapping, Perception, Planner, Simulation, Data Science, and more
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Drive the use of metrics and tools to guide development, validate algorithms, and measure progress
Qualifications:
- MS or PhD or equivalent experience (5+ years) in Computer Science or related field
- Experience in computer vision or robotics
- Experience with training and deploying deep learning models
- Proficiency in Python and/or C++
- Experience leading cross-functional projects
Bonus Qualifications:
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Experience with high definition (HD) maps
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Experience with 3D computer vision, 3D reconstruction, or SLAM
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Experience with geospatial data and coordinate systems