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Bot Auto · 1 day ago

Machine Learning Engineer, HD Map

Greater Houston

Full-time

Onsite

Mid, Senior Level

Bot Auto is working on cutting-edge autonomous technologies that impact self-driving cars. They are seeking a highly motivated Machine Learning Engineer to develop learning-based algorithms for online map building in various environments, leveraging deep learning and transformer-based architectures to enhance real-time mapping and perception systems.

AutomotiveAutonomous VehiclesTransportation

Responsibilities

Design, train, and deploy deep learning models for lane marking and road feature detection using camera, LiDAR, and other sensor data

Develop transformer-based architectures and leverage other modern deep learning techniques for spatial-temporal perception and HD map updating

Handle complex scenarios such as poorly painted lanes and temporary construction areas in dynamic weather conditions

Collaborate with perception, localization, and planning teams to integrate learning-based map components into the autonomous driving system

Conduct data analysis, dataset curation, and annotation for model training and evaluation

Qualification

Deep learningComputer visionTransformer architecturesPythonPyTorchTensorFlowC++Research publicationsAutonomous drivingSemantic segmentationMulti-modal sensor fusionLarge-scale datasetsReal-time processingProblem-solving