Westwell

端到端算法工程师

Westwell  •  Onsite  •  15 days ago
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Job Description

端到端算法工程师上海全职智能制造 / 工业互联网 / 工业自动化职位描述岗位职责:
1.核心算法研发:负责面向无人驾驶重卡场景的自动驾驶算法研发,包括但不限于3D目标检测、实例分割、占用预测、端到端自驾算法等;
2.数据闭环:参与构建和优化自动化数据闭环体系,包括数据挖掘、自动标注、模型评测与Badcase分析,通过数据驱动的方式持续迭代优化模型性能 ;
3.工程落地:负责模型在Orin等车规级平台上的量化、剪枝与性能优化,确保算法的实时性与稳定性,支撑量产项目交付 ;
4.技术前瞻:紧跟学术界及工业界前沿方向,探索世界模型(World Model)、视觉语言模型(VLM)等新技术在自动驾驶中的应用,提升系统泛化能力与鲁棒性。职位要求任职要求:
1.教育背景:硕士及以上学历,计算机科学、自动化、机器人、应用数学或相关专业;
2.扎实的算法基础:具备扎实的深度学习理论基础,深入理解 CNN、Transformer 等核心网络结构,熟悉目标检测、分割、跟踪、多任务学习、BEV 感知等主流算法框架;
3.行业经验:具备3年以上自动驾驶/机器人领域感知算法研发经验,有量产项目落地经验者优先 ;熟悉主流的端到端自动驾驶模型架构(如UniAD, VAD,SparseDrive等)并有实际复现或优化经验者优先;
4.工程能力:熟练掌握Python/C++,精通Pytorch深度学习框架,具备优秀的代码能力和良好的编码习惯;
5.问题解决能力:具备优秀的逻辑思维和问题拆解能力,能快速定位并解决模型训练或工程化中的复杂问题 。
【加分项】
1.在CVPR/ICCV/ECCV/NeurIPS等顶级会议或期刊上发表过论文者 ;
2.在Kaggle、Codalab或相关学术竞赛中取得过优秀名次 ;
3.熟悉模型部署工具链(TensorRT, ONNX Runtime, CUDA),有Orin平台优化经验;
4.对强化学习(RL)、模仿学习(IL)或具身智能有深入理解 。 投递
Westwell

About Westwell

Westwell is a global provider of autonomous driving solutions. We are dedicated to unlocking the potential of various industries through AI and new energy, striving to be an industry pioneer in global intelligent services.

We strive to "Make a WELL Change" in container logistics for our customers and partners, and have developed multi-scenario intelligent solutions for the bulk logistics fields, including seaports (via our dedicated seaport solution – WellOcean), railway hubs, dry ports, airports, and factories, etc. By introducing Qomolo (our autonomous new energy commercial vehicle brand), Westwell connects operation and circulation between various production factors and transport capacity. Through the launch of Loopo (our digital interconnection platform for production factors), Westwell is capable of delivering enhanced efficiency and sustainable productivity value for end-users in every sector, including production nodes and trading flow.

To date, we have deployed hundreds of autonomous driving vehicles and sets of autonomous driving systems commercially across the globe. Our products and services cater to a wide range of freight logistics scenarios such as seaports, dry ports, and manufacturing plants, serving over 200 clients in 28 countries and regions worldwide.

Industry
IT & Software
Company Size
51-200 employees
Headquarters
Shanghai, CN
Year Founded
2015
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