Desay SV

端到端环境认知推理算法工程师(数据驱动 / VLM 方向)

Desay SV  •  Onsite  •  17 hours ago
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Job Description

端到端环境认知推理算法工程师(数据驱动 / VLM 方向)
上海
全职
职位描述
岗位职责
面向自动驾驶环境认知与导航决策场景,基于 VLM 多模态大模型开展算法研发与升级,通过多模态语义增强突破长尾场景泛化瓶颈,补齐决策可解释能力,支撑算法量产落地与场景扩域。
负责 VLM 领域微调、知识蒸馏、特征对齐的全链路开发,推进从标签注入浅度融合到特征层深度融合的技术迭代,搭建统一的多模态环境认知决策模型架构。
负责多模态数据集建设、算法评测体系搭建与数据闭环落地,基于路测失效案例开展根因分析,驱动算法持续迭代优化。
配合工程团队完成模型车载轻量化、推理优化与部署适配,跟踪 VLM/VLA、多模态世界模型等前沿技术,开展技术预研与方案验证。
职位要求
任职要求
本科及以上学历,计算机、人工智能、自动化、车辆工程等相关专业;深度学习理论基础扎实,熟练使用 PyTorch 框架,精通 Python,熟悉 C++ 与 Linux 开发环境。
具备 VLM / 多模态大模型项目实战经验,熟悉主流开源 VLM 模型架构,掌握 LoRA/QLoRA 微调、多模态特征对齐等核心技术。
具备知识蒸馏、模型轻量化、数据驱动算法迭代的实践经验,能够独立完成从数据处理、模型设计到实验验证的全流程开发。
具备较强的问题分析与根因定位能力,自驱力强,拥有良好的跨团队沟通协作能力。
加分项
有自动驾驶环境认知、导航决策、场景理解相关项目经验;
有车载边缘端模型部署、量化压缩、推理优化相关经验;
熟悉高精地图 / SD 地图数据格式与导航拓扑逻辑;
有世界模型、VLA 相关技术预研或项目经验。
投递
Desay SV

About Desay SV

Desay SV, one of the leading mobility technology companies, is committed to realizing a smarter mobility for all. Desay SV’s core business focuses on the efficient integration of three major areas of smart cabin, combined driver assistance, and smart service. We continuously develop highly integrated leading hardware and software algorithms to provide global customers with safe, delightful and sustainable mobility solutions and services.

Relying on 39 years of deep accumulation in the design, development, and production processes, Desay SV has continuously expanded its comprehensive strength in R&D innovation, customer service, and safety verification, and built a technical link from smart travel to smart transportation, actively responding to the challenges of the industry transformation. We meet the diverse needs of customers for different product portfolios and business development models, provide drivers and passengers with an excellent travel experience, and bring more room for imagination to future mobility.

Focusing on the sustainable development goal of "safety and reliability”, “win-win growth”, and “green environmental protection", Desay SV actively participates in the global carbon neutral strategy and integrates sustainable development into all aspects of business operations. While giving back to society, respecting every employee of the company, and creating a diverse working environment and development platform for employees, we encourage equality, openness, and coordinated development among all our branches around the world. Desay SV people adhere to the same mission and work together for the same goal—to create a safe, delightful and sustainable mobility.

Industry
Automotive & Mobility
Company Size
501-1,000 employees
Headquarters
Huizhou, CN
Year Founded
1986
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