Westwell

模型部署工程师

Westwell  •  Onsite  •  15 days ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

模型部署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1. 深入研究模型压缩与优化前沿技术,持续探索并跟进如 TensorRT、ONNX Runtime、OpenVINO 等不同深度学习推理和加速框架的最新进展,通过模型剪枝、量化、蒸馏等技术手段,实现模型轻量化与性能优化,提升模型在各类硬件平台上的推理效率;
2. 负责感知、规划、端到端无人驾驶等深度学习算法在嵌入式设备、边缘计算平台(OrinX, J6等)及云端服务器的全流程部署工作,包括环境搭建、模型转换、性能调优,确保算法在实际应用场景中高效、稳定运行;
3. 与算法研发团队紧密协作,参与 AI 模型的设计与开发阶段,从部署可行性角度提供专业建议,推动算法模型与工程实践的深度融合;
4. 针对部署过程中出现的问题,进行系统性的故障排查与性能分析,提出有效的解决方案,保障 AI 系统的可靠性与稳定性。同时,积极关注行业动态,探索新的技术和方法,为公司 AI 项目的持续优化提供技术支持。职位要求1. 教育背景:计算机科学与技术、电子信息、人工智能等相关专业本科及以上学历;
2. 编程能力:具备扎实的 C++、Python 开发能力,能够熟练运用两种语言进行复杂业务逻辑的实现与系统开发;
3. 深度学习框架:熟练掌握 Pytorch 深度学习框架,熟悉其底层原理与高级特性,能够灵活运用框架实现模型的训练、调试与部署;
4. 技术实践:精通深度学习模型的蒸馏、剪枝、量化等优化技术,拥有实际项目开发经历,能够将理论知识应用于实践,解决实际工程问题;
5. 加分项:具备 CUDA 开发经验,能够充分发挥 GPU 并行计算能力,加速模型推理;拥有 Transformer 相关深度学习模型部署经验,熟悉其架构特点与部署要点者优先考虑;
6. 其他能力:具备良好的团队协作精神、沟通能力和问题解决能力,能够在跨部门协作中高效推进项目;对新技术保持敏锐的洞察力和学习热情,能够快速掌握并应用新兴的 AI 部署技术。 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
Social Media