职位描述
岗位职责:1. 负责自动驾驶相关的行为决策、障碍物预测、路径规划等算法的研发和工程化实现;2. 协助负责自动驾驶汽车规划系统的研发、调试和测试工作;3. 协同感知、定位等团队进行系统集成调试和实车验证;岗位要求:1. 具有3年以上自动驾驶或相关领域工作经验,有带挂卡车或多自由度底盘自动驾驶规划与决策算法开发经验者优先考虑;2. 精通 C++、Python 等编程语言,具备良好的编程习惯和代码优化能力,能够熟练运用数据结构与算法知识进行高效的软件开发;3. 深入理解机器人运动学、动力学原理,熟练掌握轨迹规划和优化算法和决策算法(如有限状态机、马尔可夫决策过程、强化学习等),并能根据不同底盘特性进行针对性的算法设计与优化;4. 熟悉自动驾驶系统架构和开发流程,有丰富的自动驾驶系统集成与调试经验,能够与多团队协作完成复杂系统的开发任务;5. 具备扎实的数学基础,熟练掌握线性代数、概率论、优化方法等数学工具,能够运用数学模型对带挂卡车的行驶行为进行精确建模与分析。加分项:学习、应用、研究过以下领域算法中的一项或多项者优先:1.车辆或机器人行为决策,对手车或行人意图和轨迹预测;2. 轨迹规划、路径搜索、路径平滑;3. 采样算法、优化算法;4.状态估计、控制、系统建模、强化学习、机器学习、模式识别、端到端。
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.