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Automotive AI / Machine Learning Engineer

Company: Bertrandt US
Location: Sunnyvale
Posted on: June 21, 2022

Job Description:

Bertrandt - your trustworthy engineering partnerLooking for a career, not just a job? Want to join a dynamic team working for an international industry leader? Enjoy an energetic work atmosphere? Bertrandt US may be just what you have been looking for! The Bertrandt Group has been providing development solutions for the international automotive and aviation industries in Europe, China and the USA for more than 40 years. A total of around 13,000 employees at 53 locations guarantee extensive know-how, sustainable project solutions and a high level of customer orientation. Its main customers include the major manufacturers and numerous system suppliers.The role is to support the development of driver assistance functions with the current ADAS platform and particularly with verification and validation activity.Drive instrumented vehicle on the public road, identify problematic scenarios and root cause analysis of all the corner cases where there are issues with current ADAS features.Coordinate with the function developers in Germany and plan for a fix in the upcoming releases on the same platform.Type of problems could be perception issues in certain scenarios, aggressive/abrupt steering during lane controls, predictive speed control issue etc.Contribute into current platform which is on-going.The goal is that all the problems which are identified with previous generation need to be taken care in the current development platform. This may require development of some simulation or prototype software to make sure that the solution will work.Work together with the development team both in US and Germany.Strong understanding of AIDeep learning concepts and experience with at least few of the topics like trajectory prediction, behavior prediction, multimodal architectures, recurrent architectures like LSTMs, transformers, attention, uncertainty, probabilistic models, graphical neural nets, model compression/optimization etc.Production/release/shipping mindsetStrong coding background.Experience with open source datasets (ex: Argoverse, kitti, nuscenes, etc.) and/or similar data coming from simulation (e.g. CARLA etc.)Experience in statistics, active learning, anomaly detection, continual/lifelong/online learning, etc.Experience with AWS or Azure for training modelsProven experience with Verification and Validation within automotive environment for ADAS/AD functions.Expertise in embedded SW and its implementationShould be familiar with automotive communication standards (CAN, FlexRay and Ethernet) and their measurement systems (e.g. Vector CANoe or CANape)Benefits:Complete and comprehensive benefits package including Med/Dent/VisionEmployer paid STD/LTD/Life401k Retirement programGenerous paid vacation/sick/holidaysCreativity encouraged in a fun, friendly work environment

Keywords: Bertrandt US, Sunnyvale , Automotive AI / Machine Learning Engineer, Engineering , Sunnyvale, California

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