In this role, you will
- Develop nonlinear optimization algorithms to estimate relationships between different visual, depth, and motion sensing modalities.
- Implement and validate cutting edge sensor calibration methodologies in a massively distributed computing environment.
- Fuse various environmental observations into 360 degree positional/motion point clouds
- Build reliable and fast calibration software and tools; your work will affect the entire vehicle fleet, every day.
- Develop real-time on-vehicle calibration monitoring processes and metrics to ensure that our vehicles always operate with the best possible sensor calibration.
Qualifications
- Bachelors in Computer Science or related field
- At least 4 years of industry experience developing software
- Mathematical/analytical skills (linear algebra, least square optimizations, multi-view geometry, estimation theory)
- Experience with SLAM (ability to understand and set up the problem based on different modalities and constraints)
- Fluency in C++ (experience in developing, troubleshooting, and deploying sophisticated computational algorithms)
Bonus Qualifications
- Experience in characterizing and calibrating sensors such as cameras, stereo, TOF, Lidars, IMUs.
- Experience with spatial data structures
- Proficiency in stochastic processes / probabilistic filters
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