Related skills
python deep learning computer vision slam hd maps📋 Description
- Design and develop novel algorithms and ML models for 2D/3D perception and mapping in real-world environments
- Contribute to large-scale, automated mapping pipelines
- Be a technical leader on the team, maintaining coding and ML development best practices and making architectural decisions
- Help to set the vision for the team and build out technical roadmaps
- Coordinate cross-functional initiatives and collaborate with engineers from Mapping, Perception, Planner, Simulation, Data Science, and more
- Drive the use of metrics and tools to guide development, validate algorithms, and measure progress
🎯 Requirements
- MS or PhD or equivalent experience (7+ 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: HD maps; 3D CV/SLAM; geospatial data knowledge
🎁 Benefits
- Accommodations available for application/interview process
- Collaborative, fast-moving team focused on autonomous vehicles
- Hybrid work in Foster City, CA
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