職位描述
崗位職責:1.算法開發(fā)與優(yōu)化:負責自動駕駛系統(tǒng)中的路徑規(guī)劃、運動規(guī)劃等核心模塊的算法研發(fā),覆蓋港口道路、泊車等場景設計高效、安全的軌跡生成算法(如Lattice Planner、Optimal Planner等),解決復雜動態(tài)場景下的實時規(guī)劃問題,優(yōu)化算法性能,提升系統(tǒng)應對Cut-in、擁堵、狹窄道路等長尾場景的魯棒性; 2.跨模塊協(xié)同:與感知、預測、控制模塊緊密協(xié)作,構建閉環(huán)規(guī)劃系統(tǒng),確保規(guī)劃結果符合車輛動力學約束,參與系統(tǒng)級仿真與實車調試,推動算法在量產(chǎn)項目中的落地; 3.技術攻堅與創(chuàng)新主導復雜技術問題攻關(如交互博弈、不確定性場景決策),探索深度學習(如強化學習、模仿學習)與傳統(tǒng)規(guī)劃算法的融合方案;跟蹤學術前沿(如CVPR、ICRA頂會論文),推動規(guī)劃技術的迭代升級。 4.團隊賦能:主導技術文檔撰寫、代碼評審及架構設計,制定團隊開發(fā)規(guī)范,指導初中級工程師,提升團隊整體技術能力。崗位要求: 1.碩士及以上學歷,計算機、自動化、車輛工程、機器人學等相關專業(yè); 2.5年以上自動駕駛規(guī)劃算法開發(fā)經(jīng)驗主導過至少1個量產(chǎn)項目規(guī)劃模塊交付; 3.精通主流規(guī)劃算法(A、RRT、EM Planner等)及優(yōu)化方法(QP、非線性優(yōu)化、凸優(yōu)化)熟悉車輛運動學/動力學模型,掌握C++/Python,熟練使用ROS/ROS2、Apollo等框架; 4.具備大規(guī)模場景仿真及實車調試經(jīng)驗,熟練使用CARLA、VTD等工具鏈; 5.深入理解ISO 26262、ASPICE等車規(guī)標準,熟悉功能安全開發(fā)流程; 6.邏輯清晰,責任心及抗壓能力強,能快速定位并解決復雜問題;加分項:英語熟練;具備機器人運動規(guī)劃(如機械臂、無人機)或游戲AI路徑規(guī)劃經(jīng)驗;熟悉高精地圖、定位模塊的技術細節(jié)及接口規(guī)范。
企業(yè)介紹
上海西井科技股份有限公司(簡稱西井科技WESTWELL),致力于以人工智能激活多產(chǎn)業(yè)潛能,做全球智能服務業(yè)的開疆者。西井科技是目前為止中國首批基于正向自研無人駕駛重卡的公司,也是在全球范圍商業(yè)交付無人駕駛車輛及系統(tǒng)超過數(shù)百套規(guī)模的公司,場景已覆蓋海港、陸港、制造工廠等貨運物流,產(chǎn)品及服務已落地全球18個國家和地區(qū),服務160余家客戶。秉持“取智于人,賦能予人From Human To Human”的企業(yè)哲學,西井科技憑借獨特的應用場景理解能力,已形成以WellOcean?(海港)、鐵路樞紐、陸港、空港、工廠等代表的大物流領域多場景智能解決方案,通過Qomolo?(新能源無人駕駛及智能商用車),用運力串聯(lián)起各生產(chǎn)要素的運營與流轉,并通過構建Loopo?(數(shù)字化生產(chǎn)要素流轉互聯(lián)平臺),從生產(chǎn)節(jié)點、貿易流程等環(huán)節(jié),為終端用戶創(chuàng)造更高效并可持續(xù)的生產(chǎn)力價值。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.