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What you'll be doing:
Building software for autonomous mobile platforms, and backend data processing pipelines to do the following:
Creating software to efficiently access and visualize 2D Navigational Map, 2D aerial images, or 3D semantic HDMaps to create enriched 2D/3D maps for training data of autonomous vehicle perception model training, and in-vehicle driving stack.
Provide real-time and off-line data analysis tools of autonomous vehicle sensor data (e.g. lidar/camera/radar) to ensure sensor data integrity before map creation and map consumption.
Analyze the spatial and temporal properties of ground truth location and other vehicle sensor data to ensure successful map creation.
Building tools to efficiently store and upload large amounts of sensor and 3rd party map data for map creation, or update.
What we need to see:
5+ years of working experience.
BS, MS, or PhD in Computer Science or related field or equivalent experience.
Fluent in C/C++, familiar with Python is a plus.
Solid understanding of computer architecture, operating systems, computer networking principles andmulti-threaded/multi-processprogramming
Understanding of how to write performant software (with efficientmemory/cpu/gpu/inter-processor-networkutilization)
Well versed in algorithms (e.g. graph theory, combinatorial & discrete algorithms), data structures and basic statistics.
Ability to drive a project from conception to completion and deliver to internal or external customers.
Experience in using a disciplined approach to software engineering (requirements analysis, design doc, unit testing and integration testing and benchmarking) to drive development of scalable software products.
Ways to stand out from the crowd:
Background with computer vision, computational geometry, robotics, and machine learning algorithms.
Experience with state-of-the-art autonomous vehicle or robotics sensors (e.g. camera, lidar, radar, GPS)
Background with runtime optimization on Linux/Unix-like real-time operation systems; Experience with edge computing platforms (e.g. automotive)
Experience in data analysis and visualization in Python or other Javascript libraries, or etc, is a plus
You will also be eligible for equity and .
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