Machine Learning Engineer, Mapping
仕事内容
Design, train, and deploy machine learning models to automate the creation of high-definition maps, enabling scalable workflows for autonomous driving.
Apply state-of-the-art techniques, including Vision-Language Models and Generative AI, to pioneer new solutions in mapping automation.
Own the full model development lifecycle—from data mining and preprocessing to training, evaluation, validation, and productionization.
Collaborate with partner ML teams to translate cutting-edge research into reliable, production-grade solutions.
Work across the systems stack with emphasis on computer vision, deep learning, data processing, and model deployment.
Contribute to the integration of ML models into map pipelines and infrastructure used by multiple internal teams.
Apply state-of-the-art techniques, including Vision-Language Models and Generative AI, to pioneer new solutions in mapping automation.
Own the full model development lifecycle—from data mining and preprocessing to training, evaluation, validation, and productionization.
Collaborate with partner ML teams to translate cutting-edge research into reliable, production-grade solutions.
Work across the systems stack with emphasis on computer vision, deep learning, data processing, and model deployment.
Contribute to the integration of ML models into map pipelines and infrastructure used by multiple internal teams.
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