Machine Learning Engineer - Mapping
仕事内容
Design, train, and deploy ML models to automate the creation of high-resolution HD maps for autonomous driving systems.
Apply state-of-the-art techniques, including Vision-Language Models and Generative AI, to advance mapping automation.
Own the complete model lifecycle—from data mining and preprocessing to training, evaluation, validation, and productionization.
Collaborate with partner ML teams to translate research into scalable, reliable, production-grade solutions.
Take end-to-end ownership of problems and work across the software and data stack to deliver measurable impact.
Required: strong CV/DL background; experience with frameworks (TensorFlow, PyTorch, JAX); familiarity with GIS/mapping is a plus.
Apply state-of-the-art techniques, including Vision-Language Models and Generative AI, to advance mapping automation.
Own the complete model lifecycle—from data mining and preprocessing to training, evaluation, validation, and productionization.
Collaborate with partner ML teams to translate research into scalable, reliable, production-grade solutions.
Take end-to-end ownership of problems and work across the software and data stack to deliver measurable impact.
Required: strong CV/DL background; experience with frameworks (TensorFlow, PyTorch, JAX); familiarity with GIS/mapping is a plus.
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