Staff Software Engineer, Localization and Mapping
Gatik
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See open jobs at Gatik.See open jobs similar to "Staff Software Engineer, Localization and Mapping" MaRS Discovery District.Who we are:
Gatik, the leader in autonomous middle mile logistics, delivers goods safely and efficiently using its fleet of light & medium-duty trucks. The company focuses on short-haul, B2B logistics for Fortune 500 customers including Kroger, Walmart, Tyson Foods, Loblaw, Pitney Bowes, Georgia-Pacific, and KBX; enabling them to optimize their hub-and-spoke supply chain operations, enhance service levels and product flow across multiple locations while reducing labor costs and meeting an unprecedented expectation for faster deliveries. Gatik’s Class 3-7 autonomous box trucks are commercially deployed in multiple markets including Texas, Arkansas, and Ontario, Canada.
About the role:
What you'll do:
- Develop mapping algorithms and create a robust mapping pipeline that supports the building of high definition maps at large scale
- Build well-tested C/C++ software and deploy and test on our AV platforms and in simulation
- Investigate, test, and calibrate sensors for integration into sensor fusion algorithms
- Implement other lidar and camera data ingestion and pre-processing/filtering algorithms
- Develop projects such as online and offline localization, global localization, state bootstrapping
- Analyze and architect safety and redundancy in the localization system
- Own and drive highly visible performance metrics (e.g. latency, memory, bandwidth, power)
What we're looking for:
- MS or Ph.D. in robotics, SLAM, localization, or related fields
- 6+ years industry experience writing C++ software in a production environment - architecture design, unit testing, code review, algorithm performance trade-offs etc
- Experience with pose estimation, SLAM, probabilistic filtering, non-linear optimization and 3D data
- Practical experience in processing large-scale and real-world data
- Experience implementing mathematical principles effectively in software; experienced in Eigen, Ceres/G2O/GTSAM, Boost, etc
- Expert-level knowledge of SLAM - frontend and backend, point cloud registration, GNSS/INS
- Familiar with Deep Learning techniques for localization and mapping applications, especially feature detection and pose regression
- Experience with existing deep learning tooling (e.g., TensorFlow, PyTorch)
- Experience with Linux / ROS
- Research background in SLAM and/or publications in localization and mapping application
More about Gatik:
This job is no longer accepting applications
See open jobs at Gatik.See open jobs similar to "Staff Software Engineer, Localization and Mapping" MaRS Discovery District.