职位描述
岗位职责:1.算法开发与优化:负责自动驾驶系统中的路径规划、运动规划等核心模块的算法研发,覆盖港口道路、泊车等场景设计高效、安全的轨迹生成算法(如Lattice Planner、Optimal Planner等),解决复杂动态场景下的实时规划问题,优化算法性能,提升系统应对Cut-in、拥堵、狭窄道路等长尾场景的鲁棒性; 2.跨模块协同:与感知、预测、控制模块紧密协作,构建闭环规划系统,确保规划结果符合车辆动力学约束,参与系统级仿真与实车调试,推动算法在量产项目中的落地; 3.技术攻坚与创新主导复杂技术问题攻关(如交互博弈、不确定性场景决策),探索深度学习(如强化学习、模仿学习)与传统规划算法的融合方案;跟踪学术前沿(如CVPR、ICRA顶会论文),推动规划技术的迭代升级。 4.团队赋能:主导技术文档撰写、代码评审及架构设计,制定团队开发规范,指导初中级工程师,提升团队整体技术能力。岗位要求: 1.硕士及以上学历,计算机、自动化、车辆工程、机器人学等相关专业; 2.5年以上自动驾驶规划算法开发经验主导过至少1个量产项目规划模块交付; 3.精通主流规划算法(A、RRT、EM Planner等)及优化方法(QP、非线性优化、凸优化)熟悉车辆运动学/动力学模型,掌握C++/Python,熟练使用ROS/ROS2、Apollo等框架; 4.具备大规模场景仿真及实车调试经验,熟练使用CARLA、VTD等工具链; 5.深入理解ISO 26262、ASPICE等车规标准,熟悉功能安全开发流程; 6.逻辑清晰,责任心及抗压能力强,能快速定位并解决复杂问题;加分项:英语熟练;具备机器人运动规划(如机械臂、无人机)或游戏AI路径规划经验;熟悉高精地图、定位模块的技术细节及接口规范。
企业介绍
上海西井科技股份有限公司(简称西井科技WESTWELL),致力于以人工智能激活多产业潜能,做全球智能服务业的开疆者。西井科技是目前为止中国首批基于正向自研无人驾驶重卡的公司,也是在全球范围商业交付无人驾驶车辆及系统超过数百套规模的公司,场景已覆盖海港、陆港、制造工厂等货运物流,产品及服务已落地全球18个国家和地区,服务160余家客户。秉持“取智于人,赋能予人From Human To Human”的企业哲学,西井科技凭借独特的应用场景理解能力,已形成以WellOcean®(海港)、铁路枢纽、陆港、空港、工厂等代表的大物流领域多场景智能解决方案,通过Qomolo®(新能源无人驾驶及智能商用车),用运力串联起各生产要素的运营与流转,并通过构建Loopo®(数字化生产要素流转互联平台),从生产节点、贸易流程等环节,为终端用户创造更高效并可持续的生产力价值。Shanghai Westwell Technology Co., Ltd (“Westwell”) is committed to activating the potential of various industries through artificial intelligence, and to be the industry pioneer of global intelligent services.Westwell has been the leading company to independently develop autonomous heavy trucks, and also the company to deliver hundreds of autonomous vehicles and sets of autonomous driving systems commercially worldwide. Westwell’s products and services cover most freight logistics scenarios, such as seaports, dry ports, manufacturing plants, spanning 160-plus clients in 18 countries and regions around the world. Adhering to the company’s Value Concept “From Human to Human” and through its extraordinary insights, Westwell has developed multi-scenario intelligent solutions for the bulk logistics fields, including seaports (dedicated seaport solution — WellOcean®), railway hubs, dry ports, airports, and factories, etc. With Qomolo® (our autonomous new energy commercial vehicle brand), Westwell connects operation and circulation within various production factors with transport capacity. With the launch of Loopo® (our digital interconnection platform for production factors), Westwell is capable of delivering more efficient and sustainable productivity value for end users in every sector, such as production nodes and trading flow, etc.