職位描述
崗位職責:1. 負責自動駕駛相關的行為決策、障礙物預測、路徑規劃等算法的研發和工程化實現;2. 協助負責自動駕駛汽車規劃系統的研發、調試和測試工作;3. 協同感知、定位等團隊進行系統集成調試和實車驗證;崗位要求:1. 具有3年以上自動駕駛或相關領域工作經驗,有帶掛卡車或多自由度底盤自動駕駛規劃與決策算法開發經驗者優先考慮;2. 精通 C++、Python 等編程語言,具備良好的編程習慣和代碼優化能力,能夠熟練運用數據結構與算法知識進行高效的軟件開發;3. 深入理解機器人運動學、動力學原理,熟練掌握軌跡規劃和優化算法和決策算法(如有限狀態機、馬爾可夫決策過程、強化學習等),并能根據不同底盤特性進行針對性的算法設計與優化;4. 熟悉自動駕駛系統架構和開發流程,有豐富的自動駕駛系統集成與調試經驗,能夠與多團隊協作完成復雜系統的開發任務;5. 具備扎實的數學基礎,熟練掌握線性代數、概率論、優化方法等數學工具,能夠運用數學模型對帶掛卡車的行駛行為進行精確建模與分析。加分項:學習、應用、研究過以下領域算法中的一項或多項者優先:1.車輛或機器人行為決策,對手車或行人意圖和軌跡預測;2. 軌跡規劃、路徑搜索、路徑平滑;3. 采樣算法、優化算法;4.狀態估計、控制、系統建模、強化學習、機器學習、模式識別、端到端。
企業介紹
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業潛能,做全球智能服務業的開疆者。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交付無人駕駛車輛及系統超過數百套規模的公司,場景已覆蓋海港、陸港、制造工廠等貨運物流,產品及服務已落地全球18個國家和地區,服務160余家客戶。秉持“取智于人,賦能予人From Human To Human”的企業哲學,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),用運力串聯起各生產要素的運營與流轉,并通過構建Loopo?(數字化生產要素流轉互聯平臺),從生產節點、貿易流程等環節,為終端用戶創造更高效并可持續的生產力價值。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.