职位来源于实习僧。
[6 months, 4-5 days/week] Name of Project: Objectives: - In this position, you will be part of the AD and AI algorithms team in R&D China. You will work closely with AD research and engineering teams to design and develop advanced automated driving and parking functions specifically for Chinse customers. Your primary focus will be on perception and fusion function development to fulfill the system requirements under challenging highway, urban, and parking scenarios. Main Tasks: 1. Perception pipeline development - Support to develop ADAS perception and fusion pipeline that utilize data from various sensors - Support to develop perception auto-labeling pipelines and continuously optimizing them with better model architecture and evaluation metrics 2. Advanced Algorithm Research and Application - Research, benchmark, and deploy advanced VLA and VLM algorithms with MB datasets - Continuously explore and integrate advanced models to improve system understanding and overall performance in diverse and challenging driving and parking scenarios 3. Cross-Functional Integration and Collaboration - Work closely with AD research and engineering teams to integrate SOTA methods to internal ADAS architecture - Collaborate with data, validation and product team stakeholders to align development with data needs, ensure systematical functional evaluation and guarantee successful final delivery Key Qualifications: - In-depth knowledge of computer vision, machine learning, deep learning, sensor fusion and robotics - Deep understanding of state-of-the-art VLM/LLM/VLA algorithms - Familiar with machine learning and deep learning workflow, including data preparation, model design, training and evaluation metrics design - Familiar with Tensorflow and Pytorch framework, familiar with ROS - Strong coding skills in Python/C++ - Good communication skills and teamwork ability - Fluent English language skills preferred
职位薪资:
250-300/天
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