Required Experienced Deep Learning Software Engineer - Algorithms & DataAbout the team:Our team develops models for road perception. We turn multi-sensor inputs (vision, maps, and more) into models that understand road geometry and behavior. We work at the intersection of algorithms, DL models, infrastructure, and data engineering.what will your job look like?Own road data pipelines end to end: tools for datasets and databases, running across S3 and on-premDesign algorithms on large-scale vision and multi-sensor data (maps, sporadic inputs), including geometric reasoning from 2D image space to 3D world space for perception and world modelingImplement and develop algorithms for the AV production systemBuild evaluation tools, algorithms, metrics, and related infrastructures.Requirements: Bachelor's degree in Computer Science or equivalent3 years in software development and data pipelinesFamiliarity with deep learning and the model development lifecycleStrong Python and standard data librariesExperience with cloud development and distributed data pipelinesEagerness to learn, experiment, and go deep - technically and conceptuallyStrong C / C - an advantageExperience with deep learning and transformers- an advantageData-oriented mindset- an advantage.This position is open to all candidates.
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