Senior Machine Learning Engineer, Perception (LLM/VLM)
仕事内容
Design, implement, and optimize large-scale continual pre-training pipelines for vision-language foundation models (LLM/VLM).
Integrate diverse multimodal data streams from multiple sensors to improve perception capabilities in autonomous driving contexts.
Develop rigorous evaluation metrics and methodologies to measure performance and transferability of continually pre-trained models.
Build production-ready systems, including training, evaluation, and deployment workflows at scale in both onboard and offboard environments.
Stay at the forefront of LLM/VLM and continual learning research, translating findings into practical, scalable solutions.
Collaborate with cross-functional teams to align model capabilities with downstream perception, planning, and decision-making components.
Integrate diverse multimodal data streams from multiple sensors to improve perception capabilities in autonomous driving contexts.
Develop rigorous evaluation metrics and methodologies to measure performance and transferability of continually pre-trained models.
Build production-ready systems, including training, evaluation, and deployment workflows at scale in both onboard and offboard environments.
Stay at the forefront of LLM/VLM and continual learning research, translating findings into practical, scalable solutions.
Collaborate with cross-functional teams to align model capabilities with downstream perception, planning, and decision-making components.
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