现在自动驾驶领域的行情怎么样了？都有哪些方案？

Core Insights - The article discusses the current state of the autonomous driving industry, including job opportunities and technological advancements [1][10]. Autonomous Driving Levels and Applications - Main functions of autonomous driving include driving, parking, cabin interaction, and V2X (Vehicle-to-Everything) communication [1]. Key System Components - The core systems consist of chips, software, and sensors [3]. Technology Trends Overview - Traditional autonomous driving pipeline is being complemented by end-to-end autonomous driving and various algorithmic solutions like VLM (Vision-Language Model) and VLA (Vision-Language Alignment) [5][6][7]. Major Players in the Industry - New entrants in the market include companies like Xpeng, Li Auto, NIO, Huawei, and others, while established manufacturers include BYD, Geely, and international brands like Mercedes and Volkswagen [7]. - Suppliers in the industry include listed companies such as Horizon Robotics and Momenta, as well as major tech firms like Baidu and Didi [7]. Job Positions and Directions - Traditional roles focus on localization and mapping, perception layers, and post-fusion techniques, while new roles emphasize end-to-end algorithms, reinforcement learning, and data loop experience [8]. Community and Resources - The AutoRobo Knowledge Planet serves as a hub for job seekers in autonomous driving and related fields, offering interview questions, industry reports, and resume optimization services [10][11][22].